1 00:00:03,991 --> 00:00:08,733 Welcome to another installment of our LBS physics deep dive. 2 00:00:08,733 --> 00:00:13,395 After exploring the world of experimental physics at CERN in our first video 3 00:00:13,395 --> 00:00:19,517 documentary in episode 93, we'll stay in Geneva for this one, but this time we'll 4 00:00:19,517 --> 00:00:22,318 dive into theoretical physics. 5 00:00:22,318 --> 00:00:26,120 We'll explore mysterious components of the universe, like dark matter and dark 6 00:00:26,120 --> 00:00:26,800 energy. 7 00:00:26,800 --> 00:00:30,114 We'll also see how the study of gravity intersects. 8 00:00:30,114 --> 00:00:34,076 with the study of particle physics, especially when considering black holes 9 00:00:34,076 --> 00:00:35,876 and the early universe. 10 00:00:35,877 --> 00:00:39,999 Even crazier, we'll see that there are actual experiments and observational 11 00:00:39,999 --> 00:00:43,301 projects going on to answer these fundamental questions. 12 00:00:44,141 --> 00:00:48,704 Our guide for this episode is Valérie Dormcke, permanent research staff member 13 00:00:48,704 --> 00:00:52,886 at CERN who did her PhD in Hamburg, Germany, and postdocs in Trieste and 14 00:00:52,886 --> 00:00:53,706 Paris. 15 00:00:53,867 --> 00:00:57,869 When she's not trying to decipher the mysteries of the universe, Valérie can be 16 00:00:57,869 --> 00:00:58,849 found on 17 00:00:59,214 --> 00:01:01,515 she's a big sailing fan. 18 00:01:01,535 --> 00:01:06,838 This is Learning Vagin Statistics, episode 95, recorded September 6, 2023. 19 00:01:09,761 --> 00:01:13,603 Hello my dear Vagins! 20 00:01:13,803 --> 00:01:18,166 Some of you have reached out for advice and coaching in parallel to my online 21 00:01:18,166 --> 00:01:20,167 courses on intuitivevagin.com. 22 00:01:20,748 --> 00:01:24,130 So, to help you, I have started something new. 23 00:01:24,130 --> 00:01:25,171 If you go to 24 00:01:28,898 --> 00:01:34,903 You can pair your online course with my 15-hour or 20-hour coaching packages to 25 00:01:34,903 --> 00:01:37,825 get a fully premium learning path. 26 00:01:38,005 --> 00:01:42,189 Each week, we'll get on a one-to-one call and we'll walk through any questions, 27 00:01:42,189 --> 00:01:47,513 difficulties, or roadblocks that you may have to jumpstart your learning even more. 28 00:01:47,754 --> 00:01:52,478 Again, that's topmate.io slash Alex underscore and Dora. 29 00:01:52,478 --> 00:01:57,481 And now, let's talk theoretical physics with Valerie Donka. 30 00:01:58,278 --> 00:02:01,900 I'll show you how to be a good peasy and change your predictions. 31 00:02:02,521 --> 00:02:07,945 Valérie Damke, welcome to Learning Asian Statistics. 32 00:02:10,626 --> 00:02:12,367 Glad to be here. 33 00:02:12,367 --> 00:02:12,687 Yeah. 34 00:02:12,687 --> 00:02:14,609 Thank you for taking the time. 35 00:02:14,609 --> 00:02:18,091 I am really happy to have you on the show. 36 00:02:18,331 --> 00:02:21,634 Again, a physics-packed episode. 37 00:02:21,994 --> 00:02:27,358 I'm really, really happy about that and I have a lot of questions for you. 38 00:02:27,358 --> 00:02:33,183 I think you're the first theoretical physicist to come on the show. 39 00:02:33,183 --> 00:02:33,863 That's cool. 40 00:02:33,863 --> 00:02:36,965 We're going to talk about topics. 41 00:02:37,310 --> 00:02:42,214 a bit different than those we talk about when we have experimental physicists on 42 00:02:42,214 --> 00:02:42,554 the show. 43 00:02:42,554 --> 00:02:47,338 So that's cool, more diversity for the listeners. 44 00:02:47,338 --> 00:02:55,044 And also, when that episode is going to air, by the magic of time travel, episode 45 00:02:55,044 --> 00:02:59,387 93 will have been published. 46 00:02:59,968 --> 00:03:01,970 So that's the one at CERN. 47 00:03:01,970 --> 00:03:06,573 So the very special video documentary I did at CERN with Kevin Kaif. 48 00:03:07,082 --> 00:03:11,385 So if listeners haven't checked it out yet, I highly recommend it. 49 00:03:11,385 --> 00:03:18,049 And that one, of course, I recommend mainly watching the YouTube video because 50 00:03:18,049 --> 00:03:24,313 I recorded and edited it firstly for video format. 51 00:03:24,353 --> 00:03:27,536 You have access to the audio format also, but I'm telling you, it's going to be 52 00:03:27,536 --> 00:03:30,338 funnier in video. 53 00:03:30,338 --> 00:03:36,401 So now to actually complete what we talked about in episode 93. 54 00:03:36,702 --> 00:03:43,909 where Kevin does a lot of fun experiments at CERN, today we are going to talk about 55 00:03:43,949 --> 00:03:48,554 another part of physics that's done at CERN, thanks to you, Valerie. 56 00:03:48,654 --> 00:03:53,899 But first, before doing that, let's start with your origin story. 57 00:03:54,320 --> 00:03:58,405 How did you come to the world of theoretical physics, and how sinuous of a 58 00:03:58,405 --> 00:03:59,745 path was it? 59 00:04:01,478 --> 00:04:07,960 It was, it was more of a path that I kind of ended up on without honestly thinking 60 00:04:07,960 --> 00:04:09,041 about it too much. 61 00:04:09,041 --> 00:04:15,383 It's kind of been a topic that has fascinated me since I was quite young, 62 00:04:15,404 --> 00:04:17,924 reading science fiction books and the like. 63 00:04:18,245 --> 00:04:23,047 And I basically, we just kind of following my interests, taking the course of the 64 00:04:23,047 --> 00:04:28,449 university that interests me most without thinking too much about where that would 65 00:04:28,449 --> 00:04:29,629 lead me in the end. 66 00:04:30,498 --> 00:04:34,762 And it was basically only when I was doing my PhD that I realized, wow, I'm actually 67 00:04:34,762 --> 00:04:43,850 working on cosmology and kind of these big open questions of the universe, which is 68 00:04:43,850 --> 00:04:45,671 something I was dreaming about as a kid. 69 00:04:45,671 --> 00:04:51,096 And somehow I got there without, somehow without too much planning, but just 70 00:04:51,096 --> 00:04:55,760 following what I thought was kind of the most interesting thing for me to do at 71 00:04:55,760 --> 00:04:56,660 every step. 72 00:04:58,154 --> 00:05:03,257 Oh yeah, so it's really like the call of passion for you. 73 00:05:03,257 --> 00:05:04,698 In a sense, in a sense. 74 00:05:04,698 --> 00:05:06,459 Yeah, that's really cool. 75 00:05:06,840 --> 00:05:12,183 I mean, and that's also one of the cool things of this kind of job, right? 76 00:05:12,183 --> 00:05:18,968 In physics or I don't know, airplane pilots or firefighters. 77 00:05:18,968 --> 00:05:24,632 You can dream about them already as you're a kid and then make that your job. 78 00:05:25,392 --> 00:05:27,006 I personally love my job, but... 79 00:05:27,006 --> 00:05:30,407 I'm afraid I cannot say that I dreamed about patient statistics when I was a kid. 80 00:05:30,407 --> 00:05:33,488 Like I never told when I was five years old, oh, I want to be a patient 81 00:05:33,488 --> 00:05:34,629 statistician. 82 00:05:34,629 --> 00:05:37,870 You know, that's not how it works, unfortunately. 83 00:05:37,870 --> 00:05:39,331 Really? 84 00:05:39,331 --> 00:05:43,393 Yeah, no, I know, I know that must be quite disappointing to a lot of people, 85 00:05:43,393 --> 00:05:47,535 but I had to burst that bubble because I get a lot of questions about that, yeah. 86 00:05:47,535 --> 00:05:49,535 So. 87 00:05:49,535 --> 00:05:54,557 I would also say that you kind of have to really... 88 00:05:54,730 --> 00:05:59,251 dream about or be enthusiastic about it, because doing science, you always 89 00:05:59,251 --> 00:06:01,311 encounter moments when nothing works. 90 00:06:01,352 --> 00:06:01,972 Yeah. 91 00:06:02,052 --> 00:06:07,753 And if you're not passionate about actually solving the problem, it's, you're 92 00:06:07,753 --> 00:06:09,094 just going to get stuck. 93 00:06:09,494 --> 00:06:10,094 Yeah. 94 00:06:10,394 --> 00:06:11,474 No, definitely. 95 00:06:11,495 --> 00:06:12,755 That's a very good point. 96 00:06:12,755 --> 00:06:19,677 And that's where actually statistics get back in the, in the mix, because that's, I 97 00:06:19,677 --> 00:06:21,437 would say that's the same for 98 00:06:21,650 --> 00:06:28,112 programming and the kind of statistics at least I do where you are going to get a 99 00:06:28,112 --> 00:06:29,893 lot of bumps along the way. 100 00:06:29,893 --> 00:06:36,996 And I always say to beginners that models never work, only the last iteration of a 101 00:06:36,996 --> 00:06:38,256 model is going to work. 102 00:06:38,637 --> 00:06:41,598 And even then, you just have to be satisfied with good enough. 103 00:06:41,658 --> 00:06:49,921 So that's a field where you have to become comfortable failing all the time. 104 00:06:49,950 --> 00:06:53,631 First, be comfortable with making mistakes and failing. 105 00:06:53,911 --> 00:07:01,815 And also where you need to be driven by passion because if you don't have that 106 00:07:01,995 --> 00:07:11,080 inherent passion, you're not going to still be driven to solve those numerous 107 00:07:11,080 --> 00:07:15,361 data analysis issues and bugs and stuff like that. 108 00:07:19,010 --> 00:07:27,180 So now, I'd like to talk about what you do actually, what you're doing nowadays, 109 00:07:27,180 --> 00:07:31,525 because we know you dreamt about doing that since you were a child. 110 00:07:31,525 --> 00:07:36,391 But how would you define the work you're doing nowadays and what are the topics 111 00:07:36,391 --> 00:07:38,673 that you are particularly interested in? 112 00:07:40,478 --> 00:07:43,819 Right, I think there's probably two parts to that question, right? 113 00:07:43,819 --> 00:07:48,341 One is kind of how does an everyday day actually look like? 114 00:07:48,561 --> 00:07:52,222 And the other one is, okay, what are the big topics I'm interested in? 115 00:07:52,222 --> 00:07:52,323 Yeah. 116 00:07:52,323 --> 00:08:01,406 So to start with the format, so what my day does not look like is that I kind of 117 00:08:01,686 --> 00:08:06,969 sit in my office all by myself, waiting for the fantastic idea that is going to 118 00:08:06,969 --> 00:08:08,289 win me a Nobel Prize. 119 00:08:09,270 --> 00:08:14,051 That's kind of the image I had maybe as a kid of how a theoretical thesis would 120 00:08:14,051 --> 00:08:14,771 work. 121 00:08:15,512 --> 00:08:17,572 But that's not at all what my day looks like. 122 00:08:17,572 --> 00:08:17,772 Right. 123 00:08:17,772 --> 00:08:25,635 So I'm it's a lot discussing with people, listening to talks, going to conferences, 124 00:08:26,835 --> 00:08:31,096 reading papers, discussing over coffee on a blackboard over lunch. 125 00:08:31,737 --> 00:08:34,597 And then progress comes bit by bit. 126 00:08:35,102 --> 00:08:38,143 But it does kind of, there's never a lack of things to work on. 127 00:08:38,143 --> 00:08:40,844 There's never a lack of interesting questions. 128 00:08:41,344 --> 00:08:46,486 There's only always a lack of time to decide what is the most interesting 129 00:08:46,486 --> 00:08:48,407 question of all the questions to work on. 130 00:08:48,948 --> 00:08:52,169 Because there's really a lot of things that we don't understand. 131 00:08:52,629 --> 00:08:57,331 And that brings me a bit to the overarching team of my research. 132 00:08:57,991 --> 00:09:02,813 So I work on the intersection of particle physics and cosmology. 133 00:09:02,813 --> 00:09:03,314 So 134 00:09:03,314 --> 00:09:08,358 meaning kind of the physics of the very, very smallest particles, the fundamental 135 00:09:08,358 --> 00:09:09,879 building blocks of nature. 136 00:09:10,360 --> 00:09:14,804 And at the same time, the physics of the very largest scales, so the largest scales 137 00:09:14,804 --> 00:09:19,508 we can observe in our universe, and how the latter can teach us something about 138 00:09:19,508 --> 00:09:20,009 the former. 139 00:09:20,009 --> 00:09:24,953 So how kind of from astrophysical or cosmological observations, we can learn 140 00:09:24,953 --> 00:09:29,577 something about what is really the nature of the fundamental building blocks of 141 00:09:29,577 --> 00:09:30,337 nature. 142 00:09:32,458 --> 00:09:37,000 Yeah, so small topics, fundamental building blocks of nature. 143 00:09:39,983 --> 00:09:41,363 Yeah, thanks. 144 00:09:41,664 --> 00:09:42,264 That's interesting. 145 00:09:42,264 --> 00:09:43,465 I'm actually curious. 146 00:09:43,465 --> 00:09:50,750 So of course, we're going to talk about the projects you work on a day to day a 147 00:09:50,750 --> 00:09:51,570 bit more. 148 00:09:51,570 --> 00:09:58,134 But also I'm curious now that you brought up basically what your days look like 149 00:09:58,495 --> 00:09:59,696 concretely. 150 00:10:00,777 --> 00:10:01,477 Yeah. 151 00:10:02,410 --> 00:10:11,492 What's the part of basically solitary work with pen and paper? 152 00:10:11,492 --> 00:10:16,073 What's the proportion of that in comparison to, as you were saying, 153 00:10:16,073 --> 00:10:21,235 collaboration with people, exchange of ideas and things like that? 154 00:10:21,235 --> 00:10:26,196 Because I think when you tell people you're a theoretical physicist, and that's 155 00:10:26,196 --> 00:10:31,297 definitely the case when you tell people you're a statistician, most of the people 156 00:10:32,002 --> 00:10:34,022 doing math on a blackboard. 157 00:10:34,022 --> 00:10:38,424 So most of the time, which is not true if you're a statistician. 158 00:10:38,424 --> 00:10:42,826 So yeah, I'm curious how it is on your slide. 159 00:10:42,826 --> 00:10:44,327 Yeah, it's probably similar. 160 00:10:44,327 --> 00:10:52,190 I mean, if I get one or two hours on block to actually sit down and do a calculation, 161 00:10:52,190 --> 00:10:55,731 that's rather the exception than the rule. 162 00:10:56,411 --> 00:10:59,693 So it is, of course, part of my job, and I enjoy it a lot. 163 00:10:59,693 --> 00:11:01,713 Sometimes just to have time just to think. 164 00:11:02,362 --> 00:11:08,305 really thoroughly about a problem, either analytically, so pen and paper, or coding. 165 00:11:09,846 --> 00:11:14,368 But it's usually not like very long stretches at a time because then you 166 00:11:14,368 --> 00:11:15,529 either you hit a problem, right? 167 00:11:15,529 --> 00:11:16,750 Or you hit a solution. 168 00:11:17,230 --> 00:11:21,452 And in either case, that's the point to reach out to your collaborators and 169 00:11:21,452 --> 00:11:24,134 discuss the next steps. 170 00:11:24,174 --> 00:11:25,134 Yeah. 171 00:11:25,134 --> 00:11:30,777 I mean, that's interesting because for me, now I'm using more and more the 172 00:11:31,282 --> 00:11:40,604 excuse of teaching to dive deep in a topic and a project because, well, I have to be 173 00:11:40,604 --> 00:11:43,365 able to explain it properly to students. 174 00:11:43,365 --> 00:11:50,647 So that's actually, these are actually the good occasions and rare, quite rare 175 00:11:50,647 --> 00:11:56,429 occasions where I can just be myself working on the computer or sometimes with 176 00:11:56,429 --> 00:11:59,389 a pen and paper and really understand deeply. 177 00:12:00,102 --> 00:12:06,865 a topic that I need and want to understand because otherwise, yeah, you have so many 178 00:12:06,865 --> 00:12:12,729 other projects and solicitations that can be hard to actually take the time just for 179 00:12:12,729 --> 00:12:14,930 yourself and focus on these. 180 00:12:14,930 --> 00:12:17,011 So I'm the same. 181 00:12:17,011 --> 00:12:21,934 I do appreciate these solitary moments, although I'm happy that they are not 90% 182 00:12:21,934 --> 00:12:23,054 of the work, I have to say. 183 00:12:23,054 --> 00:12:26,316 Yeah, same here. 184 00:12:26,316 --> 00:12:28,757 And actually, Sue, you... 185 00:12:28,918 --> 00:12:33,540 You're a very math savvy person. 186 00:12:33,540 --> 00:12:39,283 So of course you know about patient stats, but I'm curious if you were introduced to 187 00:12:39,283 --> 00:12:46,446 Bayesian methods actually, you know, in your graduate studies or before, and if 188 00:12:46,446 --> 00:12:50,989 you use them from time to time in your own work. 189 00:12:50,989 --> 00:12:52,849 No, so I never received any. 190 00:12:53,618 --> 00:12:56,079 any type of formal or informal training. 191 00:12:56,079 --> 00:13:02,202 So it's, of course, it's something we need to know in the sense that we deal with 192 00:13:02,202 --> 00:13:03,502 empirical data. 193 00:13:04,783 --> 00:13:08,365 Even if I myself don't usually deal directly with the empirical data, but I 194 00:13:08,365 --> 00:13:11,866 kind of deal with the processed empirical data, or I deal with the publications that 195 00:13:11,866 --> 00:13:17,829 people have written on the data, and then I need to evaluate, interpret, and kind of 196 00:13:17,829 --> 00:13:19,269 continue to work from there. 197 00:13:19,754 --> 00:13:24,395 But for that, of course, I need to kind of understand the significance of certain 198 00:13:24,395 --> 00:13:25,755 experimental results. 199 00:13:26,316 --> 00:13:33,117 So I would say, okay, I mean, I have a fundamental understanding of them, right. 200 00:13:33,117 --> 00:13:39,699 But it's, it's not something that actually kind of on a on a day to day basis, I 201 00:13:39,699 --> 00:13:42,160 really am like deep in the in the details of it. 202 00:13:42,160 --> 00:13:47,341 Yeah, because I'm more work at the kind of one level. 203 00:13:47,934 --> 00:13:48,614 away, right? 204 00:13:48,614 --> 00:13:52,315 So kind of that I that I kind of take, I need to understand what is the 205 00:13:52,315 --> 00:13:53,535 significance of that result, right? 206 00:13:53,535 --> 00:13:56,576 But once I've understood that, I can basically work directly with the result 207 00:13:56,576 --> 00:14:01,417 without having going to back to the data at every step. 208 00:14:01,917 --> 00:14:04,178 Which is quite a luxury, I have to say. 209 00:14:04,178 --> 00:14:05,818 I'm a bit jealous. 210 00:14:05,818 --> 00:14:11,460 I'm very, very happy that there's people who do the work that I don't need to do. 211 00:14:13,440 --> 00:14:16,681 Yeah, that's, that's a very good point. 212 00:14:17,614 --> 00:14:18,254 I like that. 213 00:14:18,254 --> 00:14:24,455 And if you go listen to episode 93, you'll see the difference between basically that 214 00:14:24,455 --> 00:14:29,237 kind of work that Valery does and the experimental physics work where statistics 215 00:14:29,237 --> 00:14:34,758 is way more present and of course, patient statistics is extremely helpful. 216 00:14:34,758 --> 00:14:40,520 So I find that super interesting to notice. 217 00:14:40,520 --> 00:14:44,521 Just because you don't use patient stats, Valery doesn't mean that your work is not 218 00:14:44,521 --> 00:14:44,881 interesting. 219 00:14:44,881 --> 00:14:46,541 I have to put that out there. 220 00:14:47,450 --> 00:14:49,510 On the contrary, I find it fascinating. 221 00:14:49,510 --> 00:14:58,093 So let's dive in because one of your areas of interest is to go beyond the standard 222 00:14:58,093 --> 00:15:02,095 model phenomenology to kind of probe it, if I understood correctly. 223 00:15:02,095 --> 00:15:09,057 So can you tell us what that means and maybe first define the standard model for 224 00:15:09,057 --> 00:15:09,657 us? 225 00:15:11,370 --> 00:15:11,650 Right. 226 00:15:11,650 --> 00:15:18,956 So the standard model basically reflects our current understanding of these 227 00:15:18,956 --> 00:15:20,497 fundamental building blocks of nature. 228 00:15:20,497 --> 00:15:28,023 So it kind of contains what we think are kind of elementary particles, which are no 229 00:15:28,023 --> 00:15:30,905 longer further dividable into even smaller particles. 230 00:15:31,766 --> 00:15:33,088 And there's not many of them. 231 00:15:33,088 --> 00:15:37,110 There's basically a handful of them, depending how you count. 232 00:15:37,952 --> 00:15:40,413 And we think that these... 233 00:15:40,470 --> 00:15:46,851 fundamental particles together with the interactions between these particles that 234 00:15:46,851 --> 00:15:53,673 they explain all of kind of nature, the way it surrounds us, right? 235 00:15:53,673 --> 00:15:59,155 So all, all everything that we can, we can grasp, grasp or experience here on earth. 236 00:16:01,816 --> 00:16:03,736 And the standard model describes basically this. 237 00:16:03,736 --> 00:16:07,817 So it describes kind of which building blocks are there and how do they interact 238 00:16:08,097 --> 00:16:09,037 with each other. 239 00:16:10,350 --> 00:16:15,873 And now going beyond the standard model, because a model is always a model, right? 240 00:16:15,873 --> 00:16:20,756 So it means that it describes kind of nature to the best of our knowledge. 241 00:16:20,997 --> 00:16:24,079 But most models are incomplete at some level, right? 242 00:16:24,079 --> 00:16:27,681 Because because it's kind of only a way that we describe nature, not actually the 243 00:16:27,681 --> 00:16:29,262 fundamental theory of nature. 244 00:16:29,963 --> 00:16:34,366 And for this, the standard model of particle physics, in particular, it, it 245 00:16:34,366 --> 00:16:39,729 does extremely well in many respects, one could even say, 246 00:16:40,214 --> 00:16:45,496 frustratingly well, because like in all our searches of looking for new 247 00:16:45,496 --> 00:16:50,297 interactions, looking for new particles here at CERN at the Large Hadron Collider, 248 00:16:51,018 --> 00:16:56,040 we always keep confirming the predictions that the standard model makes with 249 00:16:56,040 --> 00:16:57,380 incredible accuracy. 250 00:16:58,381 --> 00:17:00,002 But we still know the model is not complete. 251 00:17:00,002 --> 00:17:03,283 And the reason we know that the model is not complete basically comes from 252 00:17:03,283 --> 00:17:04,323 cosmology. 253 00:17:04,544 --> 00:17:09,305 So there's observations that we make about the dynamics of the universe. 254 00:17:10,046 --> 00:17:15,850 or properties of the universe, which are simply in contradiction with this model, 255 00:17:16,051 --> 00:17:19,453 which tells us that there's ingredients missing. 256 00:17:19,914 --> 00:17:22,796 And we have a rough idea of what these ingredients are. 257 00:17:23,537 --> 00:17:29,201 Or rather, maybe, instead of one rough idea, we have 100 rough ideas. 258 00:17:29,342 --> 00:17:32,684 And the big question is, which one of these is correct? 259 00:17:32,684 --> 00:17:34,125 Is any one of these correct? 260 00:17:34,606 --> 00:17:39,329 And how can we make progress in understanding these missing parts better? 261 00:17:39,766 --> 00:17:45,327 So to give you some keywords, things like dark energy, dark matter, those are some 262 00:17:45,327 --> 00:17:46,587 of the open questions. 263 00:17:47,428 --> 00:17:51,509 Yeah, because we know basically you say they are open because first we cannot 264 00:17:51,509 --> 00:17:57,970 really explain them fully for now, as we said in episode 93, but also we know that 265 00:17:57,970 --> 00:18:07,033 the standard model breaks down at those points and cannot explain them. 266 00:18:07,393 --> 00:18:09,734 So that's basically what you're trying to understand. 267 00:18:09,734 --> 00:18:14,476 Why does the standard model fail here and how can we actually explain these 268 00:18:14,476 --> 00:18:14,836 phenomena? 269 00:18:14,836 --> 00:18:17,678 Correct. 270 00:18:17,678 --> 00:18:19,218 I see. 271 00:18:19,218 --> 00:18:21,979 So concretely, what does that research look like? 272 00:18:22,400 --> 00:18:26,822 Maybe could you share an example of a discovery or theoretical development in 273 00:18:26,822 --> 00:18:33,025 this field that has the potential to reshape our understanding of particle 274 00:18:33,025 --> 00:18:33,805 physics? 275 00:18:35,154 --> 00:18:39,257 You mean like a discovery in the past that did that or a discovery, potential 276 00:18:39,257 --> 00:18:41,098 discovery in the future that... 277 00:18:41,618 --> 00:18:42,399 I would say both. 278 00:18:42,399 --> 00:18:46,762 Yeah, both if you can. 279 00:18:46,762 --> 00:18:48,343 Let's start with the past. 280 00:18:50,265 --> 00:18:58,591 So one observation, for example, was rotation curves of galaxies. 281 00:18:58,851 --> 00:19:02,213 So people were looking at galaxies in the sky. 282 00:19:02,690 --> 00:19:09,715 And they were they were looking at kind of how fast the stars were rotating, which 283 00:19:09,715 --> 00:19:12,717 you can do by measuring the redshift of the stars. 284 00:19:12,718 --> 00:19:17,041 Because as they move away from us, the light gets slightly red as they move 285 00:19:17,041 --> 00:19:19,003 towards us, the light gets slightly bluer. 286 00:19:20,204 --> 00:19:25,088 And if you know, like if you have an object on a stationary orbit, and you 287 00:19:25,088 --> 00:19:28,830 know, you know, the orbit, you know, the velocity. 288 00:19:29,471 --> 00:19:32,533 I mean, actually, even knowing the orbit and the mass of stars enough. 289 00:19:33,314 --> 00:19:37,737 Then you can estimate how much mass you need in a center in order to make that a 290 00:19:37,737 --> 00:19:39,598 stable orbit. 291 00:19:39,598 --> 00:19:44,141 And so that's just Newton dynamics, high school physics. 292 00:19:44,401 --> 00:19:49,425 And what people observed is that the mass that you needed in the center in order to 293 00:19:49,425 --> 00:19:53,988 put these stars on the orbits that were being observed was much, much bigger than 294 00:19:53,988 --> 00:19:57,030 the mass you would have inferred just by counting stars. 295 00:19:57,791 --> 00:20:00,132 And now you can say, OK, well, counting stars is obviously not enough, right? 296 00:20:00,132 --> 00:20:01,113 Because there's going to be planets. 297 00:20:01,113 --> 00:20:02,513 Planets are not luminous. 298 00:20:03,086 --> 00:20:06,967 So there's going to be a bit of an offset, but you would have expected that counting 299 00:20:06,967 --> 00:20:08,887 stars would give you a good estimate. 300 00:20:09,167 --> 00:20:10,688 And it turned out it was completely off. 301 00:20:10,688 --> 00:20:16,749 So it turned out it was kind of a big amount of something that has an attractive 302 00:20:17,130 --> 00:20:22,311 gravitational force in the center of the galaxies, or like in a halo around the 303 00:20:22,311 --> 00:20:26,172 galaxies, which was invisible to our telescopes. 304 00:20:26,972 --> 00:20:31,973 And that is basically what I'm coined the term dark matter. 305 00:20:32,054 --> 00:20:39,037 because it kind of has a gravitational pull of matter, just like everything else. 306 00:20:39,037 --> 00:20:40,538 But it's dark, meaning we can't see it. 307 00:20:40,538 --> 00:20:45,781 And not seeing it means like not only kind of we don't pick it up with telescopes, 308 00:20:45,781 --> 00:20:51,044 but kind of also all other type of experiment that we've performed to date, 309 00:20:51,044 --> 00:20:53,245 trying to find this stuff. 310 00:20:53,245 --> 00:20:54,746 And this stuff should be around everywhere, right? 311 00:20:54,746 --> 00:20:56,686 So it's not that there's none of it on Earth. 312 00:20:57,727 --> 00:21:01,549 It's just that it's so incredibly weakly interacting with... 313 00:21:01,549 --> 00:21:02,054 Yeah. 314 00:21:02,054 --> 00:21:05,975 all the instruments that we build, that it's very difficult to see. 315 00:21:06,876 --> 00:21:10,777 And then observations, I mean, more observations, particularly cosmological 316 00:21:10,777 --> 00:21:16,840 observations, reveal that there's actually five times more of this dark matter than 317 00:21:16,840 --> 00:21:18,681 there is of what we call ordinary matter. 318 00:21:18,681 --> 00:21:22,962 So ordinary matter is everything that we know of on Earth and everything that we 319 00:21:22,962 --> 00:21:25,523 can describe with our standard model of part of the physics. 320 00:21:26,464 --> 00:21:30,545 Meaning that there's really a lot of stuff out there that we don't know. 321 00:21:30,830 --> 00:21:32,531 That's just one example. 322 00:21:33,172 --> 00:21:35,774 And that kind of gave very clear indication that the Sonop model of 323 00:21:35,774 --> 00:21:36,915 particle physics is incomplete. 324 00:21:36,915 --> 00:21:40,918 And that we're not only missing a little bit, but that we're actually missing a 325 00:21:40,918 --> 00:21:45,962 very big bit of the picture. 326 00:21:45,962 --> 00:21:48,704 And along the same line of thought, you know, what would really be a 327 00:21:48,704 --> 00:21:56,331 groundbreaking discovery if one of the many experiments looking for such a dark 328 00:21:56,331 --> 00:22:00,033 matter particle, if they would actually find something. 329 00:22:00,110 --> 00:22:03,672 I mean, even if they don't find anything, if a particular experiment doesn't find 330 00:22:03,672 --> 00:22:07,214 anything, then okay, you still learn something because you can probably exclude 331 00:22:07,214 --> 00:22:08,555 some class of models. 332 00:22:10,036 --> 00:22:14,480 But if one of them actually made a discovery, and we would have kind of a 333 00:22:14,480 --> 00:22:20,864 very clear indication of which direction to go in when we're kind of trying to 334 00:22:20,864 --> 00:22:28,029 describe these dark matter particles, that would be a complete game changer. 335 00:22:28,309 --> 00:22:29,190 Yeah, for sure. 336 00:22:29,190 --> 00:22:35,772 And so these kinds of experiments are underway at CERN in particular, right? 337 00:22:36,513 --> 00:22:38,534 Yeah, at CERN and across the world. 338 00:22:38,534 --> 00:22:45,536 I mean, it's something you can look for when in a collider because you can always 339 00:22:45,536 --> 00:22:49,178 hope that as your collider reaches higher and higher energy, or you have just more 340 00:22:49,178 --> 00:22:52,980 and more particles that you're colliding, you'll eventually kind of reach the 341 00:22:52,980 --> 00:22:55,020 threshold for producing these particles. 342 00:22:55,401 --> 00:22:57,601 And then you can find indirect traces of them. 343 00:22:58,258 --> 00:23:05,342 in the K channels, or you basically have some sort of, not a collider, but 344 00:23:05,342 --> 00:23:09,325 basically just a very big detector volume somewhere. 345 00:23:09,325 --> 00:23:16,149 So a very big amount of an noble gas, for example, even water. 346 00:23:16,849 --> 00:23:20,572 And then you wait basically for a dark, you like have to shield it very well 347 00:23:20,572 --> 00:23:21,412 against everything else. 348 00:23:21,412 --> 00:23:23,913 And then you wait for some dark matter particle. 349 00:23:24,002 --> 00:23:28,205 to have one of these very rare interactions with one of the atoms of your 350 00:23:28,205 --> 00:23:29,126 detector. 351 00:23:29,606 --> 00:23:31,327 And you're looking for that interaction. 352 00:23:31,348 --> 00:23:35,772 And there's a there's a range of experiments underway, looking for very 353 00:23:35,772 --> 00:23:39,014 different types of these dark matter candidates. 354 00:23:40,696 --> 00:23:46,801 Yeah, so but we've been we've been hoping that we'll find it any day now. 355 00:23:47,041 --> 00:23:50,864 Basically, since I don't know, I mean, basically, since I do physics. 356 00:23:52,926 --> 00:23:53,466 So we don't know. 357 00:23:53,466 --> 00:23:56,968 It could be around the corner or it could be very well hidden. 358 00:23:57,749 --> 00:23:58,469 Yeah. 359 00:23:58,469 --> 00:24:04,352 I mean, these kinds of experiments, I think I would not be able to work on them 360 00:24:04,352 --> 00:24:05,873 at least full time, you know, that's awful. 361 00:24:05,873 --> 00:24:09,255 Like you're just waiting for something and you cannot control anything. 362 00:24:10,896 --> 00:24:12,677 Oh, there's plenty of stuff to do. 363 00:24:12,677 --> 00:24:13,978 You're not just waiting, right? 364 00:24:13,978 --> 00:24:18,200 I mean, because you're basically constantly fighting to reduce noise, 365 00:24:18,200 --> 00:24:21,138 reduce background, understand noise. 366 00:24:21,138 --> 00:24:26,261 understand background, argue with somebody who's making noise in the building next 367 00:24:26,261 --> 00:24:27,082 door, right? 368 00:24:27,082 --> 00:24:28,683 And disrupting your experiments. 369 00:24:28,683 --> 00:24:33,726 So, Yeah, yeah, no, for sure. 370 00:24:33,726 --> 00:24:39,390 That's, yeah, that's something you have to deal with all the time, I guess. 371 00:24:39,390 --> 00:24:44,053 But yeah, I mean, I would be also, you know, incredibly stressed out. 372 00:24:44,053 --> 00:24:49,077 Like, so did the, I think a lot of them are helium pools, right? 373 00:24:49,077 --> 00:24:50,277 Or something like that. 374 00:24:51,010 --> 00:24:54,691 Did the helium pool move tonight or not? 375 00:24:54,691 --> 00:24:58,432 I would be incredibly stressed out. 376 00:24:59,832 --> 00:25:01,332 Yeah, so thanks a lot. 377 00:25:01,693 --> 00:25:07,754 That's actually very interesting to hear about that because I find this kind of 378 00:25:07,754 --> 00:25:11,495 experiment absolutely fascinating. 379 00:25:11,495 --> 00:25:15,756 And where does your work come into that picture? 380 00:25:20,354 --> 00:25:22,835 So you're part of these big teams, right, in physics. 381 00:25:22,835 --> 00:25:27,877 Like you see a physics paper, it's like most of the time a lot of people, because 382 00:25:27,877 --> 00:25:32,579 a lot of you are very, like many of you are very specialized in what they do. 383 00:25:32,579 --> 00:25:35,580 And so you bring one of the brick to the paper. 384 00:25:35,580 --> 00:25:38,421 So you in this kind of work, what do you do? 385 00:25:38,421 --> 00:25:41,003 What do you bring? 386 00:25:41,003 --> 00:25:45,765 So the papers really with like the many hundreds of authors, they're usually the 387 00:25:45,765 --> 00:25:47,685 experimental collaborations. 388 00:25:47,685 --> 00:25:48,325 So. 389 00:25:48,414 --> 00:25:54,657 As a theorist, you know, I usually have whatever, two, three, four, co-authors on 390 00:25:54,657 --> 00:25:54,858 a paper. 391 00:25:54,858 --> 00:25:55,678 That's a lot. 392 00:25:56,118 --> 00:25:56,359 Right. 393 00:25:56,359 --> 00:26:01,422 So we build, of course, very heavily on the results of these big collaboration 394 00:26:01,422 --> 00:26:02,282 papers. 395 00:26:03,423 --> 00:26:08,926 But largely, the work that I concretely do is with much smaller groups of people. 396 00:26:09,587 --> 00:26:13,769 So, yeah, I basically have two... 397 00:26:14,242 --> 00:26:16,442 two main approaches to this. 398 00:26:16,442 --> 00:26:21,184 One is kind of starting from really standard model of particle physics, and 399 00:26:21,184 --> 00:26:26,947 trying to come up with possible extensions of that, which kind of makes sense within 400 00:26:26,947 --> 00:26:29,268 the framework that the standard model is written in. 401 00:26:29,268 --> 00:26:33,209 So it makes sense within the symmetries that they are, makes sense within the 402 00:26:33,209 --> 00:26:38,031 framework of quantum field theory, and address some of these open problems that 403 00:26:38,031 --> 00:26:39,652 we have in cosmology. 404 00:26:40,132 --> 00:26:43,393 And then the question is, okay, once you've kind of constructed 405 00:26:44,250 --> 00:26:50,873 such an inherently consistent model, what sort of implications might that have in 406 00:26:50,873 --> 00:26:52,253 various types of experiments? 407 00:26:52,253 --> 00:26:52,473 Right. 408 00:26:52,473 --> 00:26:56,575 So that can be experiments like the chart Hadron Collider. 409 00:26:56,715 --> 00:26:59,977 It can also be some astrophysical observations, or it can be some 410 00:26:59,977 --> 00:27:01,077 cosmological observations. 411 00:27:01,077 --> 00:27:08,740 So that's kind of one approach, and coming kind of more from the fundamental 412 00:27:08,740 --> 00:27:10,301 mathematical theory of it. 413 00:27:11,486 --> 00:27:16,770 My other approach is more the lamppost approach, meaning, well, you, you look 414 00:27:16,770 --> 00:27:19,532 where you can look right, and you hope that nature is kind. 415 00:27:20,813 --> 00:27:26,978 And they're kind of the my approach is to say, okay, what types of probes do we have 416 00:27:26,978 --> 00:27:30,681 of the universe of astrophysical processes? 417 00:27:31,862 --> 00:27:37,147 Try and understand as much as possible about those, and then see what type of 418 00:27:37,147 --> 00:27:40,709 models or what kind of types of building blocks of models. 419 00:27:40,874 --> 00:27:44,735 you could test with these types of observations. 420 00:27:44,735 --> 00:27:50,796 And there, for example, the new big player in the game are gravitational waves. 421 00:27:52,117 --> 00:27:58,078 Because now since the first discovery with LIGO and now a tentative discovery in a 422 00:27:58,078 --> 00:28:03,580 different frequency range this year with the pulse of timing arrays, that's kind of 423 00:28:03,580 --> 00:28:07,041 opening up a completely new way of observing our universe. 424 00:28:07,901 --> 00:28:10,041 And so there's the potential for... 425 00:28:10,798 --> 00:28:13,199 for big excitement in that field. 426 00:28:13,199 --> 00:28:20,423 So I'm also just involved in trying to understand as much as possible about how 427 00:28:20,423 --> 00:28:24,525 gravitational waves can reveal something about the universe. 428 00:28:25,866 --> 00:28:26,186 Oh, yeah. 429 00:28:26,186 --> 00:28:29,007 So that's actually fascinating. 430 00:28:29,007 --> 00:28:32,069 So yeah, talk to us a bit more about that, basically. 431 00:28:32,589 --> 00:28:36,632 What can gravitational waves tell us about the universe? 432 00:28:36,632 --> 00:28:40,578 And maybe redefine quickly what gravitational waves 433 00:28:40,578 --> 00:28:42,219 waves are for listeners? 434 00:28:42,219 --> 00:28:48,883 Right, so gravitational waves are, we think of them as perturbations of the 435 00:28:48,883 --> 00:28:51,805 metric, so perturbations of space-time. 436 00:28:52,046 --> 00:28:59,370 So the type of gravitational waves that we've already seen with LIGO and Virgo, 437 00:29:00,071 --> 00:29:03,573 which are big Michelson interferometers, so the type of 438 00:29:09,398 --> 00:29:12,878 which are circling each other and then finally merging. 439 00:29:12,898 --> 00:29:15,319 So these are like extremely massive objects. 440 00:29:15,319 --> 00:29:21,821 And as you might know, a massive object kind of creates if you want a dent in 441 00:29:21,821 --> 00:29:22,801 space-time. 442 00:29:23,381 --> 00:29:26,782 And if you have two of them, just kind of their dance around each other really like 443 00:29:26,782 --> 00:29:32,544 sends out ripples of this kind of space-time perturbations out into the 444 00:29:32,544 --> 00:29:33,444 universe. 445 00:29:34,144 --> 00:29:37,985 If you're very close to a black hole, right, these ripples will be quite 446 00:29:37,985 --> 00:29:38,858 significant. 447 00:29:38,858 --> 00:29:40,699 But then you'd also have all sorts of other problems, right? 448 00:29:40,699 --> 00:29:45,242 Because if you're really close to black hole, I mean, then you have a lot of 449 00:29:45,242 --> 00:29:46,122 problems. 450 00:29:47,003 --> 00:29:53,207 So, by the time these gravitational waves reach us, they've kind of spread out very 451 00:29:53,207 --> 00:29:57,089 far, meaning the amplitude is very much decreased. 452 00:29:57,089 --> 00:30:00,972 So, by the time they reach us, these are typically very, very small, like tiny 453 00:30:00,972 --> 00:30:03,813 perturbations in space time. 454 00:30:04,230 --> 00:30:07,290 So it's not something we have to worry about in everyday life, rather we need to 455 00:30:07,290 --> 00:30:10,771 build an extremely sensitive detector to even pick them up. 456 00:30:11,212 --> 00:30:16,773 And so, so far, the observations that we've made are this type of observation. 457 00:30:16,773 --> 00:30:25,715 So observations of these black holes merging, which happened, I mean, still at 458 00:30:26,316 --> 00:30:30,737 the distance of megaparsecs or gigaparsecs from here, right? 459 00:30:30,737 --> 00:30:32,817 So it kind of... 460 00:30:34,506 --> 00:30:37,788 Yeah, quite far away on cosmological scales. 461 00:30:39,229 --> 00:30:44,832 But nevertheless, compared to the lifespan of the universe, these are still fairly 462 00:30:44,832 --> 00:30:45,632 recent events. 463 00:30:45,632 --> 00:30:52,156 So at the moment, we're using this to learn, as a new way to learn about the 464 00:30:52,156 --> 00:30:57,218 universe surrounding us or the more recent universe or the relatively recent 465 00:30:57,218 --> 00:30:58,098 universe. 466 00:31:03,446 --> 00:31:07,869 Because these gravitational waves are so weakly interacting with everything, in 467 00:31:07,869 --> 00:31:11,212 principle, even gravitational waves generated in the very, very early 468 00:31:11,212 --> 00:31:15,676 universe, when the universe was not yet transparent to photons, when kind of no 469 00:31:15,676 --> 00:31:19,138 other messenger could escape this primordial soup. 470 00:31:19,479 --> 00:31:20,940 Gravitational waves could. 471 00:31:20,940 --> 00:31:25,804 So in principle, if we detected them today, they could reveal information about 472 00:31:25,804 --> 00:31:29,887 extremely early times in the universe, when the temperatures in the universe were 473 00:31:29,887 --> 00:31:32,566 extremely high, when all the fundamental particles. 474 00:31:32,566 --> 00:31:35,187 kind of existed as fundamental particles. 475 00:31:35,308 --> 00:31:40,211 And when we can really kind of probe these constituents of the standard model or of 476 00:31:40,211 --> 00:31:41,952 any model beyond the standard model. 477 00:31:42,313 --> 00:31:44,975 So that's the ultimate hope. 478 00:31:47,117 --> 00:31:51,340 But it's challenging because we don't know what is the amplitude of these gravitation 479 00:31:51,340 --> 00:31:53,001 waves from the very early universe. 480 00:31:53,141 --> 00:31:58,325 And so we first need to understand the gravitation waves generated in the late 481 00:31:58,325 --> 00:31:59,205 universe. 482 00:32:00,070 --> 00:32:04,012 Make sure we fully understand that before we kind of look for a fainter signal. 483 00:32:04,012 --> 00:32:06,753 Very similar to with photons, right? 484 00:32:06,753 --> 00:32:10,796 You basically first need to kind of understand all the light kind of coming 485 00:32:10,796 --> 00:32:13,077 from the nearby universe, coming from the galaxy. 486 00:32:13,637 --> 00:32:16,299 And only when you have a very good understanding of your foregrounds, can you 487 00:32:16,299 --> 00:32:21,401 go and can you look for fainter light that is coming from earlier times. 488 00:32:23,443 --> 00:32:25,183 Yeah, yeah, that makes sense. 489 00:32:25,183 --> 00:32:29,342 Because also those waves are like so much weaker that... 490 00:32:29,342 --> 00:32:34,804 Also, I'm guessing you have to be a bit more aware of what you're looking for, 491 00:32:35,344 --> 00:32:37,465 because otherwise it's even harder. 492 00:32:38,085 --> 00:32:42,507 And to understand, do we know if... 493 00:32:43,868 --> 00:32:45,288 Just one black hole, for instance? 494 00:32:45,288 --> 00:32:52,151 So for instance, the back hole at the center of our galaxy, is it emitting also 495 00:32:52,151 --> 00:32:56,653 gravitational waves, but since it's not orbiting another one, at least that we 496 00:32:56,653 --> 00:32:57,473 know of, 497 00:32:57,782 --> 00:33:00,943 the gravitational waves are weaker so we cannot see them? 498 00:33:00,943 --> 00:33:06,266 Or do we know that, no, you have to have the collision of two massive objects to 499 00:33:06,266 --> 00:33:08,267 get those gravitational waves? 500 00:33:08,788 --> 00:33:14,331 Yeah, so a single black hole won't do it because anything that is perfect spherical 501 00:33:14,331 --> 00:33:16,732 symmetry won't do it. 502 00:33:18,353 --> 00:33:21,795 That has to do with the fact that these gravitational waves are tensor modes, 503 00:33:21,795 --> 00:33:21,955 right? 504 00:33:21,955 --> 00:33:26,477 So they have two Lorentz indices and something that's spherical symmetric. 505 00:33:27,018 --> 00:33:28,378 is a scalar quantity. 506 00:33:28,418 --> 00:33:30,499 So a single black hole won't do it. 507 00:33:30,679 --> 00:33:35,981 So you need two, or you need a black hole and another massive object, so you have a 508 00:33:35,981 --> 00:33:36,862 black hole and a neutron star. 509 00:33:36,862 --> 00:33:36,982 Okay. 510 00:33:36,982 --> 00:33:41,164 Or anything else that breaks spherical symmetry, right? 511 00:33:41,164 --> 00:33:43,825 So kind of, I don't know, you dancing around, right? 512 00:33:43,825 --> 00:33:46,106 That will in principle generate gravitational waves. 513 00:33:46,106 --> 00:33:49,587 They're just very, very small. 514 00:33:50,127 --> 00:33:50,508 Thank you. 515 00:33:50,508 --> 00:33:55,629 I'm flattered. 516 00:33:55,766 --> 00:33:56,346 Yeah, I see. 517 00:33:56,346 --> 00:33:56,646 Okay. 518 00:33:56,646 --> 00:34:03,890 Yeah, so it's very like, it's really the density of the objects that count. 519 00:34:03,890 --> 00:34:05,651 Yeah, again, you can imagine that. 520 00:34:05,651 --> 00:34:09,913 A large concentration of mass and in some asymmetric way. 521 00:34:09,913 --> 00:34:15,376 So some sort of violent process, which is condensing a lot of energy, a lot of mass. 522 00:34:15,496 --> 00:34:16,116 Yeah. 523 00:34:16,357 --> 00:34:19,918 But in some way that is moving in a bit of a non-trivial way. 524 00:34:21,179 --> 00:34:22,960 Yeah, that makes sense. 525 00:34:23,601 --> 00:34:25,621 Even though I... 526 00:34:25,638 --> 00:34:30,640 I like thinking about these things because it's so hard to imagine. 527 00:34:31,061 --> 00:34:36,444 Like the power of these collisions must be just incredibly devastating. 528 00:34:36,444 --> 00:34:43,809 I would love to see that in a way, but that's so like, it's really impressive and 529 00:34:43,809 --> 00:34:46,550 at the same time, really frightening. 530 00:34:46,550 --> 00:34:47,231 Yeah. 531 00:34:47,231 --> 00:34:51,913 So the, the gravitational waves that we saw. 532 00:34:52,170 --> 00:34:57,933 with LIGO, there we think it's something like two black holes, roughly after the 533 00:34:57,933 --> 00:35:03,877 mass, like roughly 10 solar masses each colliding, a bit more. 534 00:35:03,877 --> 00:35:08,140 And the energy that is just the energy that is released into gravitational waves 535 00:35:08,140 --> 00:35:10,721 corresponds roughly to the mass of our sun. 536 00:35:11,422 --> 00:35:13,263 So it's a huge amount of energy. 537 00:35:13,263 --> 00:35:16,885 And now the gravitational waves that we think we might have seen with these pulsar 538 00:35:16,885 --> 00:35:17,945 timing arrays. 539 00:35:17,974 --> 00:35:19,594 These are even more massive objects. 540 00:35:19,594 --> 00:35:22,736 These are really the large black holes, right, like the one in the center of a 541 00:35:22,736 --> 00:35:25,157 galaxy that we think we see colliding. 542 00:35:25,157 --> 00:35:31,940 So this is two far away galaxies, each with their big, massive 10 to the 6 solar 543 00:35:31,940 --> 00:35:33,780 mass black hole in the center. 544 00:35:34,101 --> 00:35:38,403 And when they collide, that's the signal that we expect. 545 00:35:39,183 --> 00:35:41,044 So that's a massive event, right? 546 00:35:41,044 --> 00:35:43,445 I mean, two galaxies colliding. 547 00:35:45,554 --> 00:35:48,275 Yeah, you don't want to be close to witness that. 548 00:35:48,915 --> 00:35:55,057 Yeah, no, that's for sure. 549 00:35:55,558 --> 00:36:03,401 These are absolutely fascinating topics and I'm wondering what are the main 550 00:36:03,401 --> 00:36:12,545 challenges in understanding these topics right now and how do you folks as 551 00:36:12,545 --> 00:36:14,585 researchers in this field... 552 00:36:14,886 --> 00:36:17,167 address them. 553 00:36:17,167 --> 00:36:20,168 That's, that's a broad question, right? 554 00:36:20,248 --> 00:36:26,030 I mean, there's different levels of challenges, right? 555 00:36:26,030 --> 00:36:30,612 So when it comes down, for example, to let's say something, something concrete, 556 00:36:30,612 --> 00:36:35,514 like understanding these signals that we think might be from gravitational waves, 557 00:36:36,114 --> 00:36:39,676 then I mean, a lot of the problems boil down to, you know, making sure this is a 558 00:36:39,676 --> 00:36:43,497 signal and not a background or a noise source. 559 00:36:43,717 --> 00:36:44,277 So 560 00:36:44,534 --> 00:36:52,076 That means, of course, building experiments that are extremely precise 561 00:36:52,177 --> 00:36:53,537 measurement devices. 562 00:36:54,678 --> 00:37:01,941 It also means a lot of modeling of the various components that go in, and kind of 563 00:37:01,941 --> 00:37:04,942 both on from the theoretical side and also from the experimental side. 564 00:37:06,023 --> 00:37:11,905 And then when you get the data, again, to cross-check, is this really the type of 565 00:37:11,905 --> 00:37:13,206 signal that we have kind of... 566 00:37:13,206 --> 00:37:17,447 Do we have a way, a robust way to distinguish what we call a signal from 567 00:37:17,447 --> 00:37:19,147 something that we call a background? 568 00:37:19,647 --> 00:37:23,008 Take it into account that we might not have thought of every possible background, 569 00:37:23,008 --> 00:37:23,188 right? 570 00:37:23,188 --> 00:37:28,170 So do we kind of really have a telltale signal of what we think the signal would 571 00:37:28,170 --> 00:37:28,930 look like, right? 572 00:37:28,930 --> 00:37:31,771 And typically all these analysis are done as blind analysis, right? 573 00:37:31,771 --> 00:37:35,672 So you think about what signal you need to see in order to be convinced that this is 574 00:37:35,672 --> 00:37:40,153 what you're looking for before you open the box and look at your data. 575 00:37:41,513 --> 00:37:42,993 So that's one challenge. 576 00:37:43,038 --> 00:37:47,960 more kind of on the data analysis or experimental side. 577 00:37:51,783 --> 00:37:55,485 The other challenge may be more on the theory side. 578 00:37:55,485 --> 00:38:00,127 So when you're kind of building models, which extend to standard model of particle 579 00:38:00,127 --> 00:38:06,211 physics, there's many, many options, and you need some sort of guiding principle. 580 00:38:06,211 --> 00:38:10,674 And I mean, if you're lucky, you have data to guide you, you have some sort of 581 00:38:10,674 --> 00:38:14,757 anomaly, something you feel like, okay, here's the weak point, right? 582 00:38:14,757 --> 00:38:18,339 Here's kind of where you need to poke, where you need to extend. 583 00:38:19,261 --> 00:38:21,583 Sometimes you have things like simplicity, right? 584 00:38:21,583 --> 00:38:24,465 Which you kind of hope is a good principle, though, of course, you never 585 00:38:24,465 --> 00:38:25,566 know that that's a good principle. 586 00:38:25,566 --> 00:38:26,766 Yeah. 587 00:38:28,568 --> 00:38:34,033 And recently, that's really been a bit of a challenge, precisely because the 588 00:38:34,033 --> 00:38:37,976 standout model works as well as it does. 589 00:38:38,557 --> 00:38:39,617 There's no... 590 00:38:40,010 --> 00:38:41,950 I mean, sure, we know we need to explain dark matter, right? 591 00:38:41,950 --> 00:38:45,351 But there's many, many possible options how that dark matter could or could not 592 00:38:45,351 --> 00:38:46,991 tie into the standard model. 593 00:38:47,232 --> 00:38:53,813 And there's no very obvious way, like, there's no obvious weak point at the 594 00:38:53,813 --> 00:38:54,934 standard model. 595 00:38:54,934 --> 00:38:56,114 It is not precise weak point. 596 00:38:56,114 --> 00:38:59,615 I mean, there's a global weakness, things that cannot explain, but it's kind of not 597 00:38:59,615 --> 00:39:06,037 quite clear where exactly it needs to be refined or extended. 598 00:39:07,037 --> 00:39:08,597 And that I think for 599 00:39:08,886 --> 00:39:11,927 In the past, it was more clear, or people had pretty clear ideas, right? 600 00:39:11,927 --> 00:39:14,508 And then there was pretty obvious things that needed to be checked, right? 601 00:39:14,508 --> 00:39:17,329 So we needed to find the Higgs particle, right? 602 00:39:17,329 --> 00:39:19,950 So the last missing particle of this then our model. 603 00:39:20,010 --> 00:39:23,812 And then we also thought, because the, I mean, the Higgs particle has certain 604 00:39:23,812 --> 00:39:27,513 properties, which kind of led us to believe that we thought, okay, once we 605 00:39:27,513 --> 00:39:32,115 find the Higgs particle, we should also be finding other particles somehow related to 606 00:39:32,115 --> 00:39:37,957 this particle that would naturally explain certain open challenges. 607 00:39:38,486 --> 00:39:43,127 But the fact that we haven't found them and that we're just kind of testing with 608 00:39:43,127 --> 00:39:46,688 higher and higher accuracy, and we're just kind of getting the prediction of the 609 00:39:46,688 --> 00:39:49,329 standard model or confirming the prediction of the standard model without 610 00:39:49,329 --> 00:39:56,111 finding any small deviations is making it very hard to kind of decide a bit. 611 00:39:57,051 --> 00:40:00,332 What's yeah, how, how should the extension work? 612 00:40:00,332 --> 00:40:00,672 Right? 613 00:40:00,672 --> 00:40:04,993 And how should the extension like is, is the extension in such a way that we can 614 00:40:04,993 --> 00:40:05,994 actually test it with. 615 00:40:05,994 --> 00:40:07,175 with the tools that we have, right? 616 00:40:07,175 --> 00:40:09,637 Or do we need to think differently? 617 00:40:09,637 --> 00:40:13,760 I mean, either different types of experiments, but also maybe different 618 00:40:14,021 --> 00:40:20,467 theoretical concepts, because so far, most extensions of the standard model kind of 619 00:40:20,467 --> 00:40:24,130 rely on the same theoretical framework point of view theory. 620 00:40:24,911 --> 00:40:27,914 And then they kind of within that framework, you try different things. 621 00:40:28,735 --> 00:40:32,077 But the fact that kind of we haven't had a real breakthrough there. 622 00:40:33,914 --> 00:40:37,856 maybe indicating, okay, whatever, you know, it's just at higher energies, which 623 00:40:37,856 --> 00:40:43,499 we can't reach, what may be indicating the framework we're thinking in is maybe not 624 00:40:43,499 --> 00:40:44,379 the best. 625 00:40:44,739 --> 00:40:51,103 So yeah, there's many, many questions, many levels of questions that can be 626 00:40:51,103 --> 00:40:51,923 addressed. 627 00:40:52,504 --> 00:40:54,644 Yeah, that's really interesting. 628 00:40:56,806 --> 00:41:01,008 I'm curious, basically, what would you like to be true? 629 00:41:03,934 --> 00:41:10,375 something that at some point nature will tell you, what would you like to see and 630 00:41:10,375 --> 00:41:15,517 to observe and the kind of consequences it would have on our understanding of how the 631 00:41:15,517 --> 00:41:17,517 universe works? 632 00:41:18,258 --> 00:41:22,799 Well, I would mainly like nature to produce something that we can, like give 633 00:41:22,799 --> 00:41:23,999 us something to work with. 634 00:41:23,999 --> 00:41:28,141 I would like nature to be kind enough to produce some sort of signal, be it in dark 635 00:41:28,141 --> 00:41:30,741 matter, be it in gravitational waves, be it at a collider. 636 00:41:31,862 --> 00:41:35,983 that actually gives us something which is accessible with the two worlds, the 637 00:41:35,983 --> 00:41:38,183 experiments that we have at the moment. 638 00:41:38,823 --> 00:41:45,045 Because it could simply be that all these completions of the standard model live at 639 00:41:45,045 --> 00:41:49,826 an extremely high energy scale, which is simply inaccessible to any type of 640 00:41:49,826 --> 00:41:51,247 collider we can build on Earth. 641 00:41:51,247 --> 00:41:58,909 And that'll make it not impossible, but very, very much harder to actually unravel 642 00:41:58,909 --> 00:41:59,949 these questions. 643 00:42:02,770 --> 00:42:04,730 Yeah, yeah, for sure. 644 00:42:04,910 --> 00:42:12,534 And that, I mean, so that's one part of the work you're doing. 645 00:42:12,534 --> 00:42:17,596 I told that work around gravitational waves, which are of course related to 646 00:42:17,596 --> 00:42:21,298 gravity, in case people didn't understand. 647 00:42:21,298 --> 00:42:28,021 Oh, and by the way, on the podcast, I had another researcher called Laura Mansfield 648 00:42:28,021 --> 00:42:30,461 and she's working on gravity waves. 649 00:42:30,646 --> 00:42:33,627 which are not the same as gravitational waves. 650 00:42:34,508 --> 00:42:41,612 That's quite confusing, but yeah, that's also actually very interesting field of 651 00:42:41,612 --> 00:42:46,994 research, basically gravity waves and the relationship with climate. 652 00:42:47,215 --> 00:42:49,236 That's all here on Earth. 653 00:42:49,636 --> 00:42:54,119 But that's also related to gravitational waves in a way, in the sense that it's big 654 00:42:54,119 --> 00:42:56,019 objects basically on Earth. 655 00:42:56,400 --> 00:42:59,821 Like the Everest or the Mont Blanc or all these big 656 00:42:59,902 --> 00:43:07,486 massive mountains which actually distort a bit the gravitational field around them 657 00:43:07,486 --> 00:43:10,668 and that has impact on the climate. 658 00:43:10,668 --> 00:43:12,228 How do you model that? 659 00:43:12,809 --> 00:43:18,552 Basian modeling gets here because that's really useful because you don't have a lot 660 00:43:18,552 --> 00:43:20,073 of sample size. 661 00:43:20,073 --> 00:43:23,635 I recommend listening to Episode 64. 662 00:43:23,635 --> 00:43:26,077 I put that in the show notes. 663 00:43:27,546 --> 00:43:33,750 Yeah, I was fascinated by the fact that gravity, you can study it here on Earth, 664 00:43:33,750 --> 00:43:39,974 but also it has incredible effects in the universe and at masses that we cannot even 665 00:43:39,974 --> 00:43:44,817 imagine, right, with the collisions of black holes and collisions of neuron 666 00:43:44,817 --> 00:43:48,700 stars, so that's really something I find fascinating. 667 00:43:49,140 --> 00:43:57,005 And actually, can you make the distinction between a neuron star and a black hole 668 00:43:57,342 --> 00:44:02,424 listeners and yeah, so that they understand a bit the difference between 669 00:44:02,424 --> 00:44:02,664 both. 670 00:44:02,664 --> 00:44:02,924 Right. 671 00:44:02,924 --> 00:44:13,388 So a neutron star is made of neutrons, meaning kind of it's a very, very densely 672 00:44:13,648 --> 00:44:17,990 packed environment of nuclear matter. 673 00:44:19,270 --> 00:44:22,292 And a black hole is even more denser, right? 674 00:44:22,292 --> 00:44:26,153 So a black hole is really the densest object that we can imagine. 675 00:44:27,218 --> 00:44:32,982 where kind of matter has really any type of matter has really just collapsed into 676 00:44:32,982 --> 00:44:37,086 this object, and you don't care any much anymore kind of what it was initially made 677 00:44:37,086 --> 00:44:37,546 out of, right? 678 00:44:37,546 --> 00:44:39,708 If we just has one property. 679 00:44:39,708 --> 00:44:44,071 Of course, it can also spin, but basically, it only has one property, which 680 00:44:44,071 --> 00:44:45,493 has which is its mass, right? 681 00:44:45,493 --> 00:44:48,114 And then it may also have spin if it's if it's rotating. 682 00:44:49,236 --> 00:44:52,098 But it doesn't it doesn't matter anymore what it was made out of. 683 00:44:52,098 --> 00:44:56,601 So one, one consequence of that is that if you have two 684 00:44:57,138 --> 00:45:01,119 neutron stars merging as they get very close to each other, their gravitational 685 00:45:01,119 --> 00:45:03,640 force will slightly distort them. 686 00:45:03,640 --> 00:45:06,882 So they can be a little bit deformed because despite that they are very, very 687 00:45:06,882 --> 00:45:12,124 compact, and very dense, they can still be kind of slightly deformed as they get very 688 00:45:12,124 --> 00:45:17,427 close to each other, whereas two black holes will really stay perfectly spherical 689 00:45:17,427 --> 00:45:19,527 as they as they approach each other. 690 00:45:19,648 --> 00:45:24,129 So you can tell the difference between the two by looking at 691 00:45:24,642 --> 00:45:29,037 details of the gravitational wave signal as you approach this merger event. 692 00:45:32,110 --> 00:45:32,970 Okay. 693 00:45:34,150 --> 00:45:40,652 I didn't know that black hole stayed spherical even as they approach each 694 00:45:40,652 --> 00:45:41,232 other. 695 00:45:41,232 --> 00:45:44,873 Is that because they are so dense that they cannot be deformed? 696 00:45:45,554 --> 00:45:48,274 Yeah, it's basically because they are so dense. 697 00:45:49,535 --> 00:45:53,376 And because they, I mean, in some sense, despite that they are physical objects in 698 00:45:53,376 --> 00:45:58,177 our universe, in some sense, they kind of become a rather mathematical object. 699 00:45:59,866 --> 00:46:07,408 Yeah, like a perfect sphere that you cannot deform or do anything on. 700 00:46:07,408 --> 00:46:07,868 It's really weird. 701 00:46:07,868 --> 00:46:08,448 Yeah. 702 00:46:10,489 --> 00:46:13,469 And it's crazy that we're actually seeing them, right? 703 00:46:13,469 --> 00:46:18,311 I mean, both in these gravitation wave signals as also then with direct 704 00:46:18,311 --> 00:46:21,952 observations with optical telescopes. 705 00:46:22,552 --> 00:46:26,813 That's like this first picture of the black hole in our galaxy and the 706 00:46:26,813 --> 00:46:28,033 neighboring galaxy. 707 00:46:28,293 --> 00:46:28,746 Yeah. 708 00:46:28,746 --> 00:46:31,827 Yeah. 709 00:46:31,827 --> 00:46:40,390 And so your work on gravity, I'm curious to understand it because here, obviously 710 00:46:40,390 --> 00:46:47,213 when we talk about gravity, gravity is so weak that you have to have so massive 711 00:46:47,213 --> 00:46:52,475 objects to really see its effects and also it needs a lot of time. 712 00:46:52,475 --> 00:46:58,617 So obviously here we're dealing with the largest scales of the universe. 713 00:46:59,498 --> 00:47:02,899 But you also work on particle physics, as you were saying, and you work at CERN, 714 00:47:02,899 --> 00:47:06,700 where particle physics is one of the biggest fields. 715 00:47:06,700 --> 00:47:13,621 So I'm curious, how does that study of gravity intersect with the study of 716 00:47:13,621 --> 00:47:19,843 particle physics, especially when we consider the phenomena you work on, so 717 00:47:19,843 --> 00:47:24,564 especially black holes and or the early universe? 718 00:47:25,585 --> 00:47:27,465 Right. 719 00:47:28,638 --> 00:47:32,821 Well, I mean, anybody, you know, who's, I don't know, fallen down the stairs, right, 720 00:47:32,821 --> 00:47:34,702 will not say gravity is a weak force. 721 00:47:35,163 --> 00:47:41,388 But indeed, right on Earth, right, when we compare the force of gravity to the other 722 00:47:41,388 --> 00:47:46,472 forces that we have, so the forces that bind atoms together, things like that, 723 00:47:47,313 --> 00:47:48,514 gravity is extremely weak. 724 00:47:48,514 --> 00:47:53,138 So when we perform any particle physics experiment on Earth, we just completely 725 00:47:53,138 --> 00:47:57,120 neglect gravity, and we're not introducing any error in our estimations. 726 00:47:58,098 --> 00:48:02,519 Now, gravity can become important, as you say, either if you have some very massive 727 00:48:02,519 --> 00:48:08,601 objects like black holes, or if you have very far distances, because here on Earth, 728 00:48:08,601 --> 00:48:13,542 kind of, okay, we have so much matter interacting so strongly that we don't care 729 00:48:13,542 --> 00:48:14,642 about gravity. 730 00:48:14,682 --> 00:48:17,343 But the universe as a whole is actually pretty empty. 731 00:48:17,443 --> 00:48:20,384 So in most of the universe, there's just nothing. 732 00:48:20,864 --> 00:48:22,245 What leading order, there's nothing. 733 00:48:22,245 --> 00:48:25,558 And that means that on those scales, because there's no matter which 734 00:48:25,558 --> 00:48:30,660 has any interactions that are stronger on those large scales, it's really gravity 735 00:48:30,660 --> 00:48:34,842 that is describing the dynamics of the universe. 736 00:48:35,343 --> 00:48:39,785 And so if we want to understand both kind of the dynamics of the universe today, but 737 00:48:39,785 --> 00:48:43,207 also extrapolating back in past, if we want to understand the evolution of the 738 00:48:43,207 --> 00:48:48,390 universe, the birth of the universe, then we need to understand gravity. 739 00:48:50,151 --> 00:48:54,673 And one of the big puzzles, for example, is 740 00:48:55,366 --> 00:49:01,607 that at the moment observations tell us that we are in a phase of the universe 741 00:49:01,607 --> 00:49:07,249 where the universe is not only expanding, but expanding in an accelerated way. 742 00:49:07,749 --> 00:49:12,431 And that's pretty weird because normally you think if you just have a bunch of 743 00:49:12,431 --> 00:49:15,391 matter, right, a bunch of galaxies, you think, well, they're going to have 744 00:49:15,391 --> 00:49:17,692 gravitational interactions between each other. 745 00:49:17,852 --> 00:49:21,413 So even if you somehow gave them some initial velocity, you would think, okay, 746 00:49:21,413 --> 00:49:23,153 well, they're going to kind of slow down. 747 00:49:23,262 --> 00:49:26,504 and eventually crunch back together again, because on those large scales, it's only 748 00:49:26,504 --> 00:49:28,386 gravity that is important. 749 00:49:28,386 --> 00:49:33,970 So on those large scales, you think you can you can either have things collapsing, 750 00:49:33,970 --> 00:49:36,693 or you can have kind of things, at least if they're expanding, they should be 751 00:49:36,693 --> 00:49:37,713 slowing down. 752 00:49:37,874 --> 00:49:39,195 What we observe is the opposite, right? 753 00:49:39,195 --> 00:49:43,738 What we observe is really, things are deferred, things are away from us, the 754 00:49:43,738 --> 00:49:45,420 faster they are moving away. 755 00:49:45,420 --> 00:49:49,623 So we're in a universe which is expanding faster and faster. 756 00:49:50,464 --> 00:49:52,825 And that is also gravity driving that. 757 00:49:54,782 --> 00:49:59,383 It's just not the usual form of gravity that we know on Earth, that gravity is 758 00:49:59,383 --> 00:50:00,383 attractive. 759 00:50:00,564 --> 00:50:05,445 But in some sense, you can call it a repulsive force of gravity, or it's a part 760 00:50:05,445 --> 00:50:11,227 of gravity that acts as a pressure that drives the universe apart. 761 00:50:11,647 --> 00:50:14,247 And that is what we call in dark energy. 762 00:50:14,988 --> 00:50:19,789 So again, the term dark just implies we don't really understand and we can't see 763 00:50:19,789 --> 00:50:20,349 it. 764 00:50:21,650 --> 00:50:26,574 And energy basically comes from observations that it has this effect of 765 00:50:26,574 --> 00:50:29,856 driving the energy of driving the universe apart. 766 00:50:30,537 --> 00:50:37,302 So it acts as a type of energy in the expansion history of our universe and 767 00:50:37,543 --> 00:50:38,904 concretely today. 768 00:50:39,585 --> 00:50:45,210 But we don't really so we can model it, but we can't we don't really fundamentally 769 00:50:45,210 --> 00:50:46,550 understand what it is. 770 00:50:47,532 --> 00:50:50,086 So understanding that and understanding kind of. 771 00:50:50,086 --> 00:50:53,668 how the universe evolved, not only today, but in the past. 772 00:50:54,729 --> 00:50:59,313 That then immediately ties back into particle physics, because going back in 773 00:50:59,313 --> 00:51:04,437 time in an expanding universe means you go to a smaller universe where everything was 774 00:51:04,437 --> 00:51:06,258 much more dense, much more hot. 775 00:51:06,299 --> 00:51:09,721 You end up in this primordial soup of particles. 776 00:51:10,002 --> 00:51:13,405 So you're looking at particles at high temperatures, particles when they're 777 00:51:13,405 --> 00:51:16,988 really kind of not bound in atoms and molecules, but when they exist really in 778 00:51:16,988 --> 00:51:18,068 their fundamental 779 00:51:20,374 --> 00:51:23,376 basically a lab to study particle physics. 780 00:51:23,376 --> 00:51:27,519 So that's how the connection works between these very large scales of the universe 781 00:51:28,381 --> 00:51:30,623 and then the very smallest particles that we study in that way. 782 00:51:30,623 --> 00:51:33,304 I see. 783 00:51:33,385 --> 00:51:39,490 Yeah, it's because then it's because you're going back to the early universe 784 00:51:39,490 --> 00:51:45,476 where basically the structure that we have today of the universe didn't apply because 785 00:51:45,476 --> 00:51:47,297 it didn't exist yet. 786 00:51:47,297 --> 00:51:47,778 Correct. 787 00:51:47,778 --> 00:51:48,018 Correct. 788 00:51:48,018 --> 00:51:52,119 We go back to when everything was really kind of just this hot primordial soup of 789 00:51:52,119 --> 00:51:53,500 fundamental particles. 790 00:51:54,420 --> 00:52:00,483 We tried to understand kind of how different properties of the soup, meaning 791 00:52:00,483 --> 00:52:05,145 different possible extensions of the standard model, would kind of leave traces 792 00:52:05,145 --> 00:52:06,706 in the evolution of the universe. 793 00:52:06,706 --> 00:52:10,007 So would leave traces in kind of astrophysical and cosmological 794 00:52:10,007 --> 00:52:11,228 observations that we can make today. 795 00:52:11,228 --> 00:52:12,328 I see. 796 00:52:14,809 --> 00:52:15,669 And... 797 00:52:16,762 --> 00:52:25,369 these days, what's a specific experiment or project that you're involved in, in 798 00:52:25,369 --> 00:52:30,793 this film, and what would be the main question that this project is trying to 799 00:52:30,793 --> 00:52:31,553 answer? 800 00:52:33,162 --> 00:52:33,362 Right. 801 00:52:33,362 --> 00:52:36,703 So a big, big project I'm involved in, right? 802 00:52:36,703 --> 00:52:42,445 So this is a, you know, many hundreds, thousands of people working together is 803 00:52:42,445 --> 00:52:43,906 the LISA project. 804 00:52:43,906 --> 00:52:50,188 So that's a future space-based gravitational wave observatory. 805 00:52:50,609 --> 00:52:52,469 It's going to be an ESA mission. 806 00:52:53,210 --> 00:52:59,852 The idea is to have three satellites circling around the sun on an orbit 807 00:52:59,852 --> 00:53:01,293 similar to the Earth. 808 00:53:01,393 --> 00:53:02,770 So following Earth. 809 00:53:02,770 --> 00:53:04,250 on an orbit around the sun. 810 00:53:04,891 --> 00:53:08,933 The satellites will be two and a half million kilometers apart. 811 00:53:10,234 --> 00:53:13,376 They will exchange laser links. 812 00:53:13,376 --> 00:53:17,458 So they will be shooting, there will be lasers going between all combinations of 813 00:53:17,458 --> 00:53:18,498 the satellites. 814 00:53:19,399 --> 00:53:23,982 And using these lasers, the idea is to measure very precisely distance between 815 00:53:23,982 --> 00:53:26,223 these satellites as they orbit the sun. 816 00:53:26,803 --> 00:53:30,965 And the idea is that if a gravitational wave comes, since it's a 817 00:53:31,274 --> 00:53:36,095 little ripple in space-time, it will change very slightly the distance between 818 00:53:36,095 --> 00:53:37,215 the satellites. 819 00:53:38,676 --> 00:53:44,797 And so by kind of looking for this, looking for these little variations in the 820 00:53:44,797 --> 00:53:49,359 distance between the satellites, the goal is to look for gravitational waves. 821 00:53:49,659 --> 00:53:53,620 And being in space has the big advantage that a lot of the noise that you have to 822 00:53:53,620 --> 00:53:56,441 deal with on Earth is not there. 823 00:53:56,981 --> 00:53:58,981 So the idea is that you can 824 00:53:59,998 --> 00:54:05,100 much better sensitivities than you could on Earth. 825 00:54:05,100 --> 00:54:06,720 Yeah, that makes sense. 826 00:54:06,720 --> 00:54:10,762 Also, although I'm guessing the sun can be noisier at times. 827 00:54:11,783 --> 00:54:13,784 Right, but it's all a question of frequency, right? 828 00:54:13,784 --> 00:54:17,405 So you need to kind of find a frequency band which is clean. 829 00:54:18,246 --> 00:54:23,628 But yeah, I mean, there's obviously huge technological challenges in implementing a 830 00:54:23,628 --> 00:54:26,469 mission like this and many things that can go wrong. 831 00:54:28,338 --> 00:54:32,559 This is why you need a lot of people with a lot of different expertise coming 832 00:54:32,559 --> 00:54:36,921 together and also a lot of money to build an instrument like that. 833 00:54:37,241 --> 00:54:37,762 Yeah. 834 00:54:37,762 --> 00:54:43,104 I mean, just the engineering part of it is you have to launch three satellites. 835 00:54:43,104 --> 00:54:45,185 First, that's already hard. 836 00:54:45,185 --> 00:54:48,606 And then you have to put them in orbit around the sun and that they still can 837 00:54:48,606 --> 00:54:50,627 communicate with each other. 838 00:54:50,987 --> 00:54:54,229 It's just, and they are extremely far apart from each other. 839 00:54:54,229 --> 00:54:56,626 So just that part is... 840 00:54:56,626 --> 00:54:59,127 absolutely incredible that we can do that. 841 00:55:00,529 --> 00:55:01,409 Knock, knock, right? 842 00:55:01,409 --> 00:55:03,291 I mean, we hope we can do it. 843 00:55:03,651 --> 00:55:07,914 Yeah, I mean, that's just incredibly fascinating. 844 00:55:08,315 --> 00:55:11,778 And so what's the ETA on this mission? 845 00:55:11,778 --> 00:55:16,221 When will the satellites go up theoretically? 846 00:55:16,642 --> 00:55:16,882 Right. 847 00:55:16,882 --> 00:55:24,828 So the hope is to launch in the early 2030s, which seems a long way from now, 848 00:55:24,828 --> 00:55:26,629 but it's really not. 849 00:55:27,730 --> 00:55:32,972 Because, yeah, I mean, it takes a while to build a satellite. 850 00:55:33,812 --> 00:55:39,615 And also to develop all the kind of the data analysis pipelines that you need. 851 00:55:40,255 --> 00:55:44,677 Make sure you have all the sensors on board that you might need to perform 852 00:55:44,677 --> 00:55:46,357 whatever type of cross checks. 853 00:55:46,478 --> 00:55:51,580 Yeah, make sure you didn't put anything on board, which generates a bunch of noise. 854 00:55:52,500 --> 00:55:54,641 Because once it's up there, it's up there, right? 855 00:55:54,641 --> 00:55:55,341 You can't. 856 00:55:55,341 --> 00:55:56,021 Yeah. 857 00:55:56,178 --> 00:55:59,820 Yeah, I mean, it's not in the orbit, right? 858 00:55:59,820 --> 00:56:00,180 Exactly. 859 00:56:00,180 --> 00:56:01,962 You cannot find it, send anybody to repair it, right? 860 00:56:01,962 --> 00:56:03,482 So once it's up there, it's up there. 861 00:56:03,963 --> 00:56:10,527 So you really have to think of every possible complication beforehand. 862 00:56:10,527 --> 00:56:13,409 Yeah, which is quite daunting. 863 00:56:13,990 --> 00:56:18,133 I have to do that for my own statistical model, you know, where I probe them and 864 00:56:18,133 --> 00:56:20,374 I'm like, okay, where can the model fail? 865 00:56:21,115 --> 00:56:23,656 What could be the potential issues? 866 00:56:23,776 --> 00:56:24,717 It's already... 867 00:56:25,598 --> 00:56:29,100 stressing me out, but then if you have to do that for something you cannot go back 868 00:56:29,100 --> 00:56:33,203 to, that's just incredibly daunting. 869 00:56:33,203 --> 00:56:37,105 If you think a code release is stressful, then imagine this. 870 00:56:37,305 --> 00:56:37,846 Oh, yeah. 871 00:56:37,846 --> 00:56:39,166 Oh my God. 872 00:56:40,087 --> 00:56:41,928 But so fascinating. 873 00:56:43,970 --> 00:56:48,393 Personally, what's your part in this project, for instance, in the Lisa 874 00:56:48,393 --> 00:56:49,253 project? 875 00:56:49,714 --> 00:56:50,254 Right. 876 00:56:50,254 --> 00:56:55,277 I'm in charge of coordinating research on what we call 877 00:56:55,850 --> 00:56:57,410 the stochastic backgrounds. 878 00:56:59,772 --> 00:57:03,795 So the signals we've talked about so far, and predicted the ones we see by LIGO, are 879 00:57:03,795 --> 00:57:08,379 what we call transient signals, meaning most of the time the detector actually 880 00:57:08,379 --> 00:57:09,559 sees nothing, just noise. 881 00:57:09,559 --> 00:57:13,662 And then from time to time, you have a rather relatively strong signal. 882 00:57:14,363 --> 00:57:16,124 You see it, then it's gone. 883 00:57:16,925 --> 00:57:22,629 So if that's your data analysis challenge, then you can calibrate your detector in 884 00:57:22,629 --> 00:57:23,990 the signal-free moments. 885 00:57:23,990 --> 00:57:27,452 You can learn all about your properties of the noise and you can have a good noise 886 00:57:27,452 --> 00:57:27,932 model. 887 00:57:27,932 --> 00:57:31,755 And then when you get a signal, you can kind of do a pretty good signal to noise 888 00:57:31,755 --> 00:57:32,896 discrimination. 889 00:57:33,616 --> 00:57:39,521 Now with Lisa, the situation is going to be very different because we're going to 890 00:57:39,521 --> 00:57:44,024 have, because it's such a sensitive instrument, we're going to have lots and 891 00:57:44,024 --> 00:57:45,725 lots of stuff going on all the time. 892 00:57:45,725 --> 00:57:49,948 So we're basically not going to have signal free time. 893 00:57:50,869 --> 00:57:51,938 So we're kind of. 894 00:57:51,938 --> 00:57:55,660 dealing with kind of measuring all these different signals and the noise at the 895 00:57:55,660 --> 00:57:56,680 same time. 896 00:57:56,940 --> 00:58:00,442 And at the same time, the idea is that we might have stochastic backgrounds. 897 00:58:00,442 --> 00:58:03,964 So stochastic backgrounds could, they're not transient signals, but there's kind of 898 00:58:03,964 --> 00:58:07,546 more like a white noise, which is there at all times. 899 00:58:07,987 --> 00:58:13,009 They could be coming from unresolved astrophysical sources, so unresolved black 900 00:58:13,009 --> 00:58:16,491 or black or merges that are kind of out of the range of our detector. 901 00:58:16,491 --> 00:58:19,633 So we can't individually detect them, but they just kind of contribute to some 902 00:58:19,633 --> 00:58:20,793 confusion noise. 903 00:58:21,670 --> 00:58:24,372 Or they could be these signals from the very early universe, which is, of course, 904 00:58:24,372 --> 00:58:26,233 the ones that I'm actually after. 905 00:58:26,573 --> 00:58:32,137 But so you have to kind of dig them out between all these loud transient signals, 906 00:58:32,917 --> 00:58:38,861 between these possible astrophysical noise like signals, which look very, very 907 00:58:38,861 --> 00:58:43,124 similar to the kind of cosmological noise like signal that you will be looking for. 908 00:58:43,525 --> 00:58:46,787 And of course, the words are very, very similar to instrument noise that you might 909 00:58:46,787 --> 00:58:50,049 have mismodeled or misunderstood. 910 00:58:50,049 --> 00:58:50,789 So. 911 00:58:51,298 --> 00:58:57,761 And what I'm working on is okay, a on on, okay, understanding the possible models 912 00:58:57,761 --> 00:59:01,323 for these for these different components, in particular for the cosmological 913 00:59:01,323 --> 00:59:08,927 sources, but also trying to understand how could we if we you know, actually get some 914 00:59:08,927 --> 00:59:14,110 actual data, how can we actually disentangle all of these components? 915 00:59:14,110 --> 00:59:18,473 And how can we really kind of make the most of the of the mission, extract as 916 00:59:18,473 --> 00:59:20,113 much information as possible? 917 00:59:21,626 --> 00:59:27,688 which with all these kind of overlapping signals and challenges. 918 00:59:27,688 --> 00:59:30,288 Yeah, yeah. 919 00:59:30,648 --> 00:59:38,211 And I'm guessing that having to do that, not in a few months is something you 920 00:59:38,211 --> 00:59:40,451 appreciate. 921 00:59:41,712 --> 00:59:42,252 Yes. 922 00:59:42,252 --> 00:59:45,573 Yes, yes, yes. 923 00:59:45,993 --> 00:59:48,593 Yeah, so there's many challenges out there. 924 00:59:48,810 --> 00:59:52,332 Obviously, many people working on it. 925 00:59:52,332 --> 00:59:56,074 And I mean, luckily, as you say, luckily, we don't have to solve this in a couple of 926 00:59:56,074 --> 00:59:56,614 months, right? 927 00:59:56,614 --> 01:00:02,157 Because we're basically also counting on things like computing power, and so on, 928 01:00:03,118 --> 01:00:06,539 increasing new methods becoming available. 929 01:00:07,660 --> 01:00:12,643 But, but yeah, so it's, but still, I mean, the development has to happen now. 930 01:00:13,464 --> 01:00:16,885 Because if we kind of figure, okay, we need a certain type of 931 01:00:18,354 --> 01:00:21,895 sensor or some certain type of output data that would help us to discriminate these 932 01:00:21,895 --> 01:00:23,055 different signals. 933 01:00:23,196 --> 01:00:26,377 We can't come along with that when the mission is already built or even worse, 934 01:00:26,377 --> 01:00:27,257 already launched. 935 01:00:27,257 --> 01:00:31,259 So you can't wait till you see the data to decide how you're going to do the 936 01:00:31,259 --> 01:00:32,160 analysis. 937 01:00:32,160 --> 01:00:36,782 You at least have to have a very good idea of how you're going to do the analysis 938 01:00:36,782 --> 01:00:37,682 before you see the data. 939 01:00:37,682 --> 01:00:40,463 And then maybe you can refine once you see the data. 940 01:00:42,024 --> 01:00:43,604 Yeah, definitely. 941 01:00:47,442 --> 01:00:52,926 Actually, this kind of work that you do in theoretical physics or that kind of 942 01:00:52,926 --> 01:01:00,511 project you just described, it really involves the development of models, of 943 01:01:00,511 --> 01:01:12,480 hypotheses, and I'm curious if you have some favorite hypotheses or models or the 944 01:01:12,480 --> 01:01:14,934 most intriguing theoretical ideas. 945 01:01:14,934 --> 01:01:20,641 that you've encountered in your field and that you'd like to see tested. 946 01:01:20,641 --> 01:01:24,725 And if we could actually test them right now with our current technology. 947 01:01:29,094 --> 01:01:29,654 Good question. 948 01:01:29,654 --> 01:01:34,055 I must say, I don't have a particularly favorite model. 949 01:01:34,055 --> 01:01:39,757 I don't feel, I don't know, protective ownership of any particular idea. 950 01:01:39,757 --> 01:01:42,557 I'm more the type of person who I start working on something because I find it 951 01:01:42,557 --> 01:01:42,977 interesting. 952 01:01:42,977 --> 01:01:47,879 And then once I've understood it to a certain degree, I move on to the next 953 01:01:47,879 --> 01:01:48,679 topic. 954 01:01:50,800 --> 01:01:57,321 But I think there are a couple of kind of big overarching... 955 01:01:57,902 --> 01:01:58,942 questions, right? 956 01:01:58,942 --> 01:02:05,628 So kind of, yeah, understanding, getting some experimental input on what on what 957 01:02:05,628 --> 01:02:10,432 dark matter is, would really help a lot on the on the theory development side. 958 01:02:12,153 --> 01:02:15,436 As I mentioned, when we also have issues understanding the Higgs particle, 959 01:02:15,436 --> 01:02:22,042 understanding in particular mass of the Higgs particle, which is potentially 960 01:02:22,042 --> 01:02:24,584 indicating there's something we don't understand properly about quantum field 961 01:02:24,584 --> 01:02:25,544 theory about 962 01:02:28,058 --> 01:02:33,761 that I find is incredibly exciting, because it would really mean kind of, 963 01:02:33,761 --> 01:02:38,864 okay, not an add on, you know, not a small extension of our existing model, but 964 01:02:38,864 --> 01:02:43,166 really, completely revolution and how we think about things. 965 01:02:43,326 --> 01:02:46,428 Yeah, of course, it also makes it much more difficult, right? 966 01:02:46,428 --> 01:02:49,790 Because you don't even have the framework. 967 01:02:49,790 --> 01:02:52,631 Maybe we don't even have the mathematical framework to think about this. 968 01:02:54,192 --> 01:02:56,813 It's a huge step to take. 969 01:02:57,334 --> 01:03:01,955 So I would, I mean, that's what would be a big step, right? 970 01:03:01,955 --> 01:03:05,596 So I'm not sure if and how that's going to happen. 971 01:03:05,596 --> 01:03:06,596 If it's even necessary, right? 972 01:03:06,596 --> 01:03:10,017 Maybe the current framework is totally fine, but that would definitely be a 973 01:03:10,017 --> 01:03:15,679 development that on just on the pure theory side, that would be very exciting 974 01:03:15,679 --> 01:03:16,759 to see happening. 975 01:03:17,119 --> 01:03:17,599 Yeah. 976 01:03:17,599 --> 01:03:19,740 Yeah, for sure. 977 01:03:19,740 --> 01:03:20,260 Definitely. 978 01:03:20,260 --> 01:03:25,081 I kind of, I'm also really curious about that. 979 01:03:27,654 --> 01:03:35,401 Actually, is there one big question that you would like to see answered before you 980 01:03:35,401 --> 01:03:35,701 die? 981 01:03:35,701 --> 01:03:41,026 Your one big question that you'd really like the answer to. 982 01:03:41,026 --> 01:03:43,908 I think I really would like to know the answer to Dark Matter. 983 01:03:44,409 --> 01:03:45,789 Just because that- 984 01:03:48,934 --> 01:03:57,037 It's well, there's this we have many, we have many very reasonable models, which 985 01:03:57,037 --> 01:03:59,798 can be tested and which are being tested. 986 01:03:59,798 --> 01:04:05,121 So we could still be unlucky and nature could choose not one of these nice and 987 01:04:05,121 --> 01:04:07,461 reasonable models, right, but something completely different. 988 01:04:09,963 --> 01:04:15,805 But that that's a field where there are some very good suggestions and they can be 989 01:04:15,805 --> 01:04:16,542 tested. 990 01:04:16,542 --> 01:04:19,764 Now, unfortunately, there was one excellent suggestion, right, which was 991 01:04:20,805 --> 01:04:25,009 supersymmetry and the dark matter particle that comes with supersymmetry would have 992 01:04:25,009 --> 01:04:30,613 solved, was mathematically beautiful, would have solved a ton of questions, was 993 01:04:30,613 --> 01:04:33,696 in many ways the perfect theory, right? 994 01:04:33,696 --> 01:04:35,237 Unfortunately, we didn't find it. 995 01:04:35,538 --> 01:04:41,142 So it could still be out there, but kind of not as a solution to all of the 996 01:04:41,142 --> 01:04:42,644 problems that we hoped it would solve. 997 01:04:42,644 --> 01:04:45,345 Because if that were the case, we should already have seen it. 998 01:04:46,238 --> 01:04:52,943 Yeah, so something kind of being the ideal theory from our point of view, doesn't 999 01:04:52,943 --> 01:04:54,343 mean nature actually cares, right? 1000 01:04:54,343 --> 01:04:55,224 Yeah, for sure. 1001 01:04:55,224 --> 01:04:56,525 And does it that way. 1002 01:04:58,126 --> 01:05:04,090 But yeah, so Dark Matter, I think it really has the potential that we could 1003 01:05:04,090 --> 01:05:05,171 actually find it. 1004 01:05:05,171 --> 01:05:10,795 And if we find it, that could really be a starting point of a whole new exploration 1005 01:05:10,795 --> 01:05:13,216 of questions. 1006 01:05:13,216 --> 01:05:15,057 Yeah, definitely. 1007 01:05:15,870 --> 01:05:22,575 And that's interesting that you mentioned dark matter too, because Kevin Clive, I 1008 01:05:22,575 --> 01:05:26,498 asked him the same question and he answered dark matter too. 1009 01:05:26,498 --> 01:05:30,662 So that's interesting to see that it's really something that's picking up in the 1010 01:05:30,662 --> 01:05:38,628 physics space these days where it seems like we're less, let's say we're more 1011 01:05:38,628 --> 01:05:45,398 hopeful that we can actually start making sense of it and probing 1012 01:05:45,398 --> 01:05:50,339 the universe in a way that will give us some answers, at least to this mystery. 1013 01:05:50,799 --> 01:05:54,500 Whereas dark energy, from what I understand, we understand way less about 1014 01:05:54,500 --> 01:05:57,921 dark energy than we understand about dark matter for now, right? 1015 01:05:57,921 --> 01:05:59,221 Yeah. 1016 01:05:59,221 --> 01:05:59,821 That's correct. 1017 01:05:59,821 --> 01:06:06,283 And also there we have much less, I mean, we see what it does on large scales, 1018 01:06:06,283 --> 01:06:06,563 right? 1019 01:06:06,563 --> 01:06:14,185 But we have also much less of an idea how to make progress. 1020 01:06:14,518 --> 01:06:19,641 Both on the theory side, there's kind of not these kind of clear cut models that 1021 01:06:19,641 --> 01:06:23,783 kind of say, okay, here's a good theory of why it is how it is, and here's how you go 1022 01:06:23,783 --> 01:06:25,764 test it, right? 1023 01:06:25,764 --> 01:06:26,905 For Dark Energy, we have neither. 1024 01:06:26,905 --> 01:06:31,307 Neither a clear cut theory that kind of says, okay, here's a good explanation, nor 1025 01:06:31,307 --> 01:06:33,769 any way of probing them really. 1026 01:06:34,429 --> 01:06:37,551 So it's a much, it's much more in the blur. 1027 01:06:37,551 --> 01:06:38,151 Yeah. 1028 01:06:40,753 --> 01:06:41,813 So hopefully. 1029 01:06:41,886 --> 01:06:47,211 In 10 days, you'll come back to the show and we'll talk about Dark Energy and the 1030 01:06:47,211 --> 01:06:51,294 latest progresses. 1031 01:06:51,354 --> 01:06:56,199 Valerie, I think I have so many more questions, but you've been already very 1032 01:06:56,199 --> 01:06:57,820 generous with your time. 1033 01:06:58,701 --> 01:07:03,085 Before closing up, is there any topic I didn't ask you about and that you'd like 1034 01:07:03,085 --> 01:07:03,905 to mention? 1035 01:07:05,786 --> 01:07:10,170 I think we covered a lot, but nothing particular comes to my mind. 1036 01:07:10,170 --> 01:07:11,552 Okay. 1037 01:07:11,552 --> 01:07:18,819 Well, then I think we can call it a show, but as usual, before I think you go, I'm 1038 01:07:18,819 --> 01:07:23,163 going to ask you the last two questions I ask every guest at the end of the show. 1039 01:07:23,484 --> 01:07:28,729 First one, if you had unlimited time and resources, which problem would you try to 1040 01:07:28,729 --> 01:07:29,569 solve? 1041 01:07:32,883 --> 01:07:38,732 Yeah, that's as I said, that's actually a really tricky question because we are in 1042 01:07:38,732 --> 01:07:45,221 this in this situation that I find it very hard to pinpoint. 1043 01:07:47,734 --> 01:07:49,495 where is the weak point of the standard model? 1044 01:07:49,495 --> 01:07:51,376 Where should we poke it? 1045 01:07:51,376 --> 01:07:51,596 Right? 1046 01:07:51,596 --> 01:08:01,121 So from the pure theory side, without any experimental input, I feel like if I had 1047 01:08:01,121 --> 01:08:06,184 unlimited time and resources, I wouldn't engage on a single project right now. 1048 01:08:08,365 --> 01:08:15,189 But I would basically just try and, you know, gather as broad as possible 1049 01:08:15,189 --> 01:08:16,609 understanding of 1050 01:08:17,042 --> 01:08:23,643 as many concepts as possible and hope that we will eventually get some sort of data, 1051 01:08:23,643 --> 01:08:26,764 which points us in the direction we need to explore. 1052 01:08:26,764 --> 01:08:31,105 I don't at the moment really have a clear cut avenue where I say this is where I 1053 01:08:31,105 --> 01:08:32,366 would put all my money. 1054 01:08:35,487 --> 01:08:37,107 Yeah. 1055 01:08:37,107 --> 01:08:43,469 So wise answer where you don't put your eggs in the same basket. 1056 01:08:43,469 --> 01:08:45,610 And second question, if you could have dinner. 1057 01:08:45,610 --> 01:08:51,975 with any great scientific mind, dead, alive or fictional, who would it be? 1058 01:08:51,975 --> 01:08:54,677 Yeah, I think, well, we'd go for somebody dead, right? 1059 01:08:54,677 --> 01:08:58,360 Just because that's a chance you don't get on a regular conference dinner. 1060 01:08:59,761 --> 01:09:05,586 So I'd be really curious to talk with some of the people involved in the discovery of 1061 01:09:05,586 --> 01:09:06,927 quantum mechanics. 1062 01:09:07,127 --> 01:09:09,689 So say Heisenberg or somebody like that. 1063 01:09:10,290 --> 01:09:14,873 Because I feel like they were kind of... 1064 01:09:15,558 --> 01:09:21,723 at the core of the field, when the field was also in a situation where it was kind 1065 01:09:21,723 --> 01:09:26,567 of not so clear cut, at that time, not even clear cut that it was a need to kind 1066 01:09:26,567 --> 01:09:30,851 of extend the current understanding because classical physics was well 1067 01:09:30,851 --> 01:09:31,631 understood, right? 1068 01:09:31,631 --> 01:09:35,875 And nearly all phenomena were very well understood. 1069 01:09:35,875 --> 01:09:39,238 And people were thinking, okay, you know, physics, it's done, you know, we 1070 01:09:39,238 --> 01:09:40,418 understand nature. 1071 01:09:41,439 --> 01:09:44,014 And it was just kind of very small. 1072 01:09:44,014 --> 01:09:47,035 tweaks here and there, right, that kind of were a bit confusing. 1073 01:09:48,316 --> 01:09:52,558 So one could have easily believed everything is done and understood, go 1074 01:09:52,558 --> 01:09:53,919 study something else. 1075 01:09:54,720 --> 01:09:58,482 But they kind of opened the door to the world of quantum physics. 1076 01:09:59,202 --> 01:10:04,345 And with that then came quantum field theory, with that came kind of elementary 1077 01:10:04,345 --> 01:10:08,908 particle physics, with that came kind of all the questions that we have today. 1078 01:10:09,488 --> 01:10:12,149 So actually, from today's point of view, 1079 01:10:12,522 --> 01:10:14,803 we would say, well, they understood very little, right? 1080 01:10:14,803 --> 01:10:20,006 It was a whole bunch of new physics that was kind of not known to them, but they 1081 01:10:20,006 --> 01:10:22,807 didn't even know that it was not known to them, because there was kind of no glaring 1082 01:10:22,807 --> 01:10:23,888 open question. 1083 01:10:24,828 --> 01:10:30,512 So I'd really be curious to know how they perceived that situation and how they got 1084 01:10:30,512 --> 01:10:34,574 to the point of opening the door to the quantum world and taking up that 1085 01:10:34,574 --> 01:10:34,954 challenge. 1086 01:10:34,954 --> 01:10:37,275 Yeah, yeah, yeah. 1087 01:10:37,275 --> 01:10:40,997 Yeah, definitely sounds like a very fine dinner. 1088 01:10:41,602 --> 01:10:44,502 Please invite me. 1089 01:10:44,502 --> 01:10:46,003 So, well, awesome. 1090 01:10:46,003 --> 01:10:48,123 Thanks a lot, Varyry. 1091 01:10:48,123 --> 01:10:50,564 That was absolutely fascinating. 1092 01:10:51,084 --> 01:10:54,685 We didn't talk a lot about stats, but I love doing these episodes from time to 1093 01:10:54,685 --> 01:11:00,527 time, you know, where we de-zoom a bit from stats and just talk about fascinating 1094 01:11:00,527 --> 01:11:02,148 science in general. 1095 01:11:02,808 --> 01:11:08,529 I think it's very interesting and also quite important to put more rigorous 1096 01:11:09,338 --> 01:11:12,741 pedagogical scientific content out there in the world. 1097 01:11:12,781 --> 01:11:14,402 We've seen that in the recent years. 1098 01:11:14,402 --> 01:11:19,046 So thanks a lot for doing this for us, Valérie. 1099 01:11:20,027 --> 01:11:23,690 I will put a link to your website in the show notes for those who want to dig 1100 01:11:23,690 --> 01:11:24,570 deeper. 1101 01:11:24,631 --> 01:11:30,676 Also feel free to add any link to cool papers or experiments or videos that you 1102 01:11:30,676 --> 01:11:32,998 think listeners will appreciate. 1103 01:11:33,298 --> 01:11:37,621 And thank you again, Valérie, for taking the time and being on this show. 1104 01:11:38,582 --> 01:11:39,462 Thank you. 1105 01:11:39,542 --> 01:11:44,684 And rest assured that stats is still at the basis of all this, despite that we 1106 01:11:44,684 --> 01:11:48,025 took a more high-level approach in this discussion. 1107 01:11:48,345 --> 01:11:50,486 Yeah, for sure. 1108 01:11:50,486 --> 01:11:56,788 Well, thanks a lot, Valerie, and see you soon on the show.