Solving the Three Body Problem

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  • čas přidán 20. 05. 2024
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    The three body problem is famous for being impossible to solve. But actually it's been solved many times, and in ingenious ways. Some of those solutions are incredibly useful, and some are incredibly bizarre.
    Hosted by Matt O'Dowd
    Written by Matt O'Dowd
    Graphics by Leonardo Scholzer & Adriano Leal
    Post Production: Yago Ballarini, Max Willians, Pedro Osinski
    Directed by: Andrew Kornhaber
    Executive Producers: Eric Brown & Andrew Kornhaber
    End Credits Music by J.R.S. Schattenberg: / @jrsschattenberg
    Physics - and arguably all of science changed forever in 1687 when Isaac Newton published his Principia. Within it were equations of motion and gravity that transformed our erratic-seeming cosmos into a perfectly tuned machine of clockwork predictability. Given the current positions and velocities of the bodies of the solar system, Newton’s equations could be used in principle be used to calculate their locations at any distant time, future or past. I say “in principle” because the reality isn’t so simple. Despite the beauty of Newton’s equations, they lead to a simple solution for planetary motion in only one case - when two and only two bodies orbit each other sans any other gravitational influence in the universe. Add just one more body and in most cases all motion becomes fundamentally chaotic - there exists no simple solution. This is the three-body problem, and we’ve been trying to solve it for over 300 years.
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Komentáře • 2,5K

  • @GoldenMinotaur
    @GoldenMinotaur Před měsícem +1464

    Bet this video has had its best viewership numbers yet this past week

    • @MrGencyExit64
      @MrGencyExit64 Před měsícem +23

      You're the only comment less than 3 years old, so probably not :)

    • @andykjm
      @andykjm Před měsícem +18

      Show isn’t popular enough IMO

    • @DomskiPlays
      @DomskiPlays Před měsícem +29

      Oh 100% I'm not even embarassed to admit that series is the only reason I clicked on this 😂

    • @mikemcc1156
      @mikemcc1156 Před měsícem +1

      Haha yeah

    • @Ziplock9000
      @Ziplock9000 Před měsícem +2

      @@MrGencyExit64 Views != Coments

  • @TariqulIslam-le1my
    @TariqulIslam-le1my Před 3 lety +2110

    "We are not impressed, and you're still worms" - Trisolaris

  • @JobvanderZwan
    @JobvanderZwan Před 4 lety +1993

    "The first to do so was Euler" because of course he was

    • @justgame5508
      @justgame5508 Před 4 lety +332

      Job van der Zwan ahaha I thought the exact same thing, whats the adage ‘In mathematics, theory’s are named after the second person who discovers them, otherwise everything would be named after Euler’

    • @u.v.s.5583
      @u.v.s.5583 Před 4 lety +20

      Old good Lenny, always good for a theorem!

    • @alansmithee419
      @alansmithee419 Před 4 lety +61

      @@justgame5508 or Gauss. But certainly more often Euler.

    • @CosmiaNebula
      @CosmiaNebula Před 4 lety +147

      Someone could make a CZcams account with Euler's icon and just post "First" on all the math videos

    • @u.v.s.5583
      @u.v.s.5583 Před 4 lety +54

      @@alansmithee419 Who publishes ton of material and can compute really well? Euler. Who publishes ton of material and can't really compute? Cauchy. Who doesn't publish and criticize everybody else who does publish? Gauss!

  • @deusexaethera
    @deusexaethera Před 4 lety +3651

    The universe's preferred solution for the Three Body Problem is to eject one of the bodies from the system.

    • @arik_dev
      @arik_dev Před 4 lety +433

      Every time the simulation runs low on RAM, a body is ejected from a trinary system.

    • @sverkere
      @sverkere Před 4 lety +61

      Not if one of the bodies is heavy compared to the others.

    • @deusexaethera
      @deusexaethera Před 4 lety +74

      @@sverkere: That is one of the special scenarios that has been solved.

    • @sverkere
      @sverkere Před 4 lety +31

      @@deusexaethera There is also symmetry. If the initial conditions are setup up in a symmetrical way then that symmetry will be respected. Then again ejections will not happen. In a computer simulations one could see an ejection but it is only about chaos and the limited numerical precision or/and poor integration algorithm.
      These stable zones are well known in electrodynamics for example.

    • @deusexaethera
      @deusexaethera Před 4 lety +33

      @@sverkere: That is also considered a special scenario because it requires intentional preconfiguration -- or astoundingly good luck -- for such a scenario to exist in the real world.

  • @dodid0
    @dodid0 Před 4 lety +2336

    PBS space time have an amazing effect on me: They both make me feel bad for not pursuing studies in Astronomy (my true passion) and also make me feel good for not having pursued studies in Astronomy

    • @sahinyasar9119
      @sahinyasar9119 Před 4 lety +14

      me either

    • @danielgrizzlus3950
      @danielgrizzlus3950 Před 4 lety +103

      This is exactly how I feel. I study computer science but I find myself picking astronomy and astrophysics related courses as optionals and enjoying them far more than the mandatory computer science courses for my degree. I wonder if I chose right, or if I can still salvage something from my decision

    • @cerebralm
      @cerebralm Před 4 lety +87

      a superposition if you will

    • @harriehausenman8623
      @harriehausenman8623 Před 4 lety +57

      I regret not becoming the James Webb Space Telescope :-(

    • @s3cr3tpassword
      @s3cr3tpassword Před 4 lety +32

      Daniel Medveď if you have a degree you can join in on astrophysics research group. I’m a PhD student right now and my astrophysics friends essentially do stuff like ML on galaxy clusters. Which is just CS stuff.
      If you’re willing to put in effort to learning the astrophysics lingo and equations you can easily join in on astrophysics research

  • @chestersnap
    @chestersnap Před 4 lety +1354

    Pre-modern-day-computer-space-travel is so impressive to me. To calculate that stuff out by hand sounds like hell

    • @robertsteinbeiss8478
      @robertsteinbeiss8478 Před 4 lety +49

      fuuuuuuun for some ... 🤔🤪

    • @moosemaimer
      @moosemaimer Před 4 lety +152

      The spice extends life. The spice expands consciousness. The spice is vital to space travel.

    • @damienmcmurray9786
      @damienmcmurray9786 Před 4 lety +10

      Gotta use all four holes

    • @christosvoskresye
      @christosvoskresye Před 4 lety +46

      (1) When planning, for instance, the Pioneer or Voyager or Mariner missions, they would simplify the trajectories to pieces of conic sections. It wasn't perfect, but then it couldn't be perfect anyhow, and the calculations could be done with a slide rule.
      (2) Also, digital electronic computers -- though weak by modern standards -- already existed before Sputnik.

    • @gh8447
      @gh8447 Před 4 lety +9

      @@damienmcmurray9786 Wait... whaaaat?

  • @enemyofthethrone
    @enemyofthethrone Před 3 měsíci +378

    Do not answer.
    Do not answer.
    DO NOT ANSWER.

    • @mabaker
      @mabaker Před měsícem +3

      Horrible book and Netflix series with no logic behind it.

    • @eamonreidy9534
      @eamonreidy9534 Před měsícem +16

      @@mabaker have you ever thought that by claiming to author anthropomorphised plot elements that you yourself are anthropomorphising as you still think of and see reality though your biohuman lense. It's honestly a silly criticism if you consider it properly

    • @bran_rx
      @bran_rx Před měsícem +7

      ​@@mabakerDepends... cause I loved the series, concept and all.

    • @zntshp5690
      @zntshp5690 Před měsícem +4

      ​@@mabaker "Horrible book without logic" said someone who didn't even know the existence of the "rememberance of earth's past" series just one month ago.
      Netflix's series was horrible and illogical though.

    • @conwaylai8562
      @conwaylai8562 Před měsícem +1

      Well, it was done by D&D, so was not unexpected.

  • @pintpullinggeek
    @pintpullinggeek Před 2 lety +180

    "....with Newton's other great invention, calculus."
    Leibniz grumbles in the corner.

    • @BPHAbishekP
      @BPHAbishekP Před 2 lety +16

      They both did it independently, so Newton is also it's inventor

    • @ChaineYTXF
      @ChaineYTXF Před 3 měsíci +3

      He's a lawyer, he'll sue

    • @dannygjk
      @dannygjk Před měsícem +3

      I can't believe the Brits don't have the maturity to admit that Leibniz did a lot of important work in that field. No wonder I'm not subscribed. I guess I'm just envious because Newton invented the universe.

    • @Engy_Wuck
      @Engy_Wuck Před měsícem

      @@dannygjk just ask an american. According to US internet consensus Tesla invented everything from the wheel to nuclear fusion. Probably including sliced bread.

    • @CornetTheory
      @CornetTheory Před měsícem

      In a video about how approximating the answer can be useful, he is just approximating the inventor of calculus for time.

  • @jameshansen1903
    @jameshansen1903 Před 4 lety +952

    6:37 The people who did those calculations by hand _were_ computers. The word computer used to be a job title.

    • @commodoreNZ
      @commodoreNZ Před 4 lety +64

      Primarily by women on large scales as it was deemed as menial as typing

    • @FreakWithGun
      @FreakWithGun Před 4 lety +27

      Was that because they were.. computing..?

    • @tofu_golem
      @tofu_golem Před 4 lety +39

      Thank goodness the movie Hidden Figures finally made that fact common knowledge.

    • @Radonatos
      @Radonatos Před 4 lety +30

      And that's why he explicitely says "artificial computers" at 6:35

    • @peikkojumala
      @peikkojumala Před 4 lety

      I think "counter" would have been better.

  • @allenamenbesetzt
    @allenamenbesetzt Před 4 lety +856

    [Trisolaris wants to know your location]

    • @fireheadmx
      @fireheadmx Před 4 lety +17

      I'm in 8 minutes too late

    • @ChrisChoi123
      @ChrisChoi123 Před 4 lety +97

      Trisolaris has already sent sophons headed Matt's way

    • @TheRishijoesanu
      @TheRishijoesanu Před 4 lety +34

      Eeek! A Sophon!

    • @makismakiavelis5718
      @makismakiavelis5718 Před 4 lety +22

      @@fireheadmx
      I started listening to an audiobook version recently. I am in chapter 7 and still no idea what this book is about. I frequently hear the occasional science buzzwords like "quantum physics", "nanotechnology", etc. that intrigue me and keep me interested but I listen to it when I go to bed at which point I am too tired to listen more than 10 minutes at once and I usually fall asleep.

    • @harriehausenman8623
      @harriehausenman8623 Před 4 lety +5

      so close..

  • @Phobos_Anomaly
    @Phobos_Anomaly Před 4 lety +263

    It is absolutely amazing to me to learn that Lagrange points were first discovered not necessarily because of their utility or for any reason we find them interesting today, but simply because they represented points in a 3-body system for which it was actually possible to calculate solutions to the problem. I just love how much the branches of human discovery and knowledge feed off of one another -
    "Here's an interesting way to have a comprehensible 3-body problem! Oh, we can also park space craft in these places, too!"

    • @walshrd
      @walshrd Před měsícem +1

      Euler discovered the 3 collinear points and Lagrange discovered the 2 equilateral points. The 5 equilibria are NOT collectively called the Lagrange points. The media gets this wrong...as per usual. These equilibria are solutions to the equations of motion (written in a rotating frame of reference) when the infinitesimal 3rd body has no motion and stays in place.

    • @Engy_Wuck
      @Engy_Wuck Před měsícem +4

      well, the L4 and L5 points (the equilateral ones) aren't primarily used for spacecraft but contain "trojan" asteroids, especially for the sun-jupiter system. These were discovered after the Lagrange prediction, but quite a bit before mankind thought about spacecraft. Even earth is now known to have two of these "trojans", and there's an accumulation of space dust there in the Earth-Moon-system. They are only somewhat stable due to coriolis effects.
      L1, L2 and L3 (the Euler ones) aren't stable, because there's a force away from them if you are the slightest bit offset from them. There are quasi-stable orbits *around* them, though, but for long-term stability you need to put in some effort for station keeping, i.e. course corrections. There appears to be one known L3 asteroid, Crantor, in the Sun-Uranus system, but with large orbit around it and a stability of maybe a few ten thousand years.

    • @GWaters-xr1fv
      @GWaters-xr1fv Před 24 dny

      @@Engy_Wuck All good points. Interestingly, I would add, the James Webb Space Telescope is located ( purposely ) at L2 . As you say, station keeping, ( using say hydrazine gas jets ), is still necessary, but minimized because of the cancellation of the Earth-Sun gravitational forces at L2 . As well, L2 is an excellent spot for the telescope because it can remain always pointed directly away from the Sun and the Earth, allowing the sensitive instruments to have the darkest possible field of view.

    • @walshrd
      @walshrd Před 13 dny

      @@GWaters-xr1fv The JW telescope is not located AT the Euler collinear point L2, it is in a 3D HALO ORBIT around L2. The orbit is unstable dynamically (as shown by the mathematics that describe it). Thus, some stationkeeping is required to keep in on the "nominal" (mission) halo orbit. If there is no stationkeeping, the JW will leave the vicinity of its halo orbit and (more or less) take a straight path toward the earth paralleling the earth-sun line. Fortunately, very little propellant is required for this orbit control. Vernier thruster bursts are used to keep JW "near" its nominal orbit. Only several bursts per orbit are needed.

    • @GWaters-xr1fv
      @GWaters-xr1fv Před 8 dny

      @@walshrd Excellent clarification. Thanks !

  • @robopsychology
    @robopsychology Před 4 lety +279

    As many commenters also pointed out, The three body problem is also the title of an amazing sci-fi novel by Liu Cixin... I would definitely recommend it to anyone enjoying this channel.
    The author mentions some pretty weird and imaginative "applications" of particle physics by advanced alien civilizations. He also mentions a very interesting hypothesis on why we haven't made any contact yet with any alien civilization.
    Perhaps you would like to comment on this imaginative trilogy?

    • @k8tina
      @k8tina Před rokem +10

      I need to read this series. Thanks for the suggestion!!

    • @KleptomaniacJames
      @KleptomaniacJames Před rokem +8

      There is a book called “the killing star” in which humanity advances to the point of post scarcity and all is well.
      Only to be wiped out by a civilization dominated by their own machine intelligence. It is, to my knowledge the first book on the dark forest hypothesis by Stephen hawking iirc.

    • @cthulhuwu_
      @cthulhuwu_ Před rokem +8

      ​@@KleptomaniacJames The first book to cover the dark forest is maybe The Forge of God by Greg Bear. The dark forest hypothesis does not come from Hawking though. He expressed fears about aliens, but so have many other people before him. Despite this fear, he still supported efforts to make contact with extraterrestrial intelligence so he clearly didn't believe it.

    • @KleptomaniacJames
      @KleptomaniacJames Před rokem

      @@cthulhuwu_ woops

    • @gwen9939
      @gwen9939 Před rokem +7

      I'm on the 2nd book right now. I think the premise is great and the initial ways that was presented in the first book were really good, but I just dislike Liu Cixin as a writer, and is on multiple occasions saying things that are just scientifically incorrect. He especially has a lot of subconscious biases about people/human nature/society that doesn't make his depictions of those very believable.

  • @Ideophagous
    @Ideophagous Před 4 lety +651

    Just as I was reading The Three-Body Problem by Cixin Liu. Absolute masterpiece! Welcome to the world of Three-Body!

    • @nitrox5915
      @nitrox5915 Před 2 lety +69

      He's a bit weak in characters but man, the science! Absolutely blown away. Infact, the sun radio resonance was so convincing that I had to actually look it up to make sure it wasn't a real thing.

    • @danthe1st
      @danthe1st Před 2 lety +21

      I just looked for that comment.

    • @Codysdab
      @Codysdab Před 2 lety +37

      Now, can PBS Space Time solve the Dark Forest Problem?

    • @shefalinigam3912
      @shefalinigam3912 Před 2 lety +5

      @@nitrox5915 please tell me what's the sun radio resonance you're talking about and find it epic
      Curious child here

    • @InsecureCreator
      @InsecureCreator Před 2 lety +21

      The countdown scenes made me genuinely terrified.

  • @adamrasmussen3521
    @adamrasmussen3521 Před 4 lety +773

    Actually, you don't have to handle them separately. Whenever I have a three body problem I just dump them in the same grave.

    • @Tom-fh3zg
      @Tom-fh3zg Před 4 lety +25

      Yeah me too, it's just easier. Sometimes you need a second grave if they're all fat and you've got up to 5 of them.

    • @tallmikbcroft6937
      @tallmikbcroft6937 Před 4 lety +25

      The same grave.. .. in a'Dark Forest' maybe?

    • @skyvoux2686
      @skyvoux2686 Před 4 lety +38

      *FBI WANTS TO KNOW YOUR LOCATION*

    • @john-or9cf
      @john-or9cf Před 4 lety +10

      Adam Rasmussen Except Luca Brazii - he sleeps with the fishes...

    • @martiddy
      @martiddy Před 4 lety +4

      Hol' up!

  • @joemarz2264
    @joemarz2264 Před 4 lety +332

    When 3 bodies eject one of them, it's called a friend zone.

    • @user-yv2cz8oj1k
      @user-yv2cz8oj1k Před 4 lety +10

      As good a name as any other scientific term. 🤣

    • @brucelee7782
      @brucelee7782 Před 4 měsíci +4

      story of my life

    • @sahiljindal
      @sahiljindal Před měsícem +1

      And the third planet was third wheeling 😝😂

  • @nomandates9186
    @nomandates9186 Před měsícem +13

    After watching this, it seems like the Trisolarans could have guesstimated their planet's position fairly well.

    • @arealmlc
      @arealmlc Před 8 dny +1

      Especially if they are competent enough to build a planet-sized supercomputer in 10 dimensions and fold it up to the size of proton in 3 dimensions. That math seems like it'd be infinitely harder than figuring out gravitational interactions of three stars in a system.

  • @Snowsnaype
    @Snowsnaype Před 4 lety +293

    Just seeing the title is giving me PTSD. flashbacks to reading cixin lui's masterwork series.
    Cleanse well. Hide well.

    • @opheliapoppy7653
      @opheliapoppy7653 Před 4 lety +7

      Snowsnaype imo excellent series tho.

    • @victorhs258
      @victorhs258 Před 4 lety +25

      @@opheliapoppy7653 It blew my mind to find out that Obama reviewed the book.

    • @bruce6rt
      @bruce6rt Před 4 lety +18

      It's a dark forest out there mate!

    • @tranl1050
      @tranl1050 Před 4 lety +7

      A well written series. No more need be said

    • @TearsOfHeroin
      @TearsOfHeroin Před 3 lety +8

      Imagine if trisolaris are real and they found human actually has the answer to 3 body problem. Maybe mankind and trisolaris can have a harmony start.

  • @lastsilhouette85
    @lastsilhouette85 Před 4 lety +194

    After years of watching this series, I can actually understand all the mathematical and technical jargon being used. This makes me super happeh! Thanks guys!

    • @brokentombot
      @brokentombot Před 4 lety +11

      I'm like that too. This channel makes me able to pass as an astrophysicist at parties.

    • @lonestarr1490
      @lonestarr1490 Před 4 lety +14

      @@brokentombot Before or after everyone is wasted as fuck?

    • @zwz.zdenek
      @zwz.zdenek Před 4 lety +3

      @@brokentombot You say it as if it were a virtue. Believe me, being considered a science guy is a huge buzz kill.

    • @brokentombot
      @brokentombot Před 4 lety +6

      @@zwz.zdenek You must hang out with Zoolander.

    • @KipIngram
      @KipIngram Před 3 lety +2

      Congrats - knowledge rocks. :-)

  • @gxharrypotterdvd25
    @gxharrypotterdvd25 Před 4 lety +62

    8:23 His right hand shows that planetary bodies aren't the only masses that bounced back and forth

    • @ejb7969
      @ejb7969 Před 2 lety +3

      Most video presenters directly into the camera do ridiculous things with their hands.

    • @kraeutemall
      @kraeutemall Před 2 lety +3

      I briefly thought about making it a GIF loop. But that would be stupid.

    • @ChaineYTXF
      @ChaineYTXF Před 3 měsíci

      try spealing to a camera. You will feel stupid very quickly😅

  • @Shakazulu09
    @Shakazulu09 Před měsícem +206

    Netflix has landed me here

  • @VeganBrainFood
    @VeganBrainFood Před 4 lety +113

    Anybody else get super excited that he was talking about the Cixin Liu sci-fi series? If you haven't read it yet you're missing out on one of the greatest pieces of literature, not just sci-fi, but some of the greatest writing I've encountered in modern times. And the plot is positively mind blowing.

    • @EvenTheDogAgrees
      @EvenTheDogAgrees Před 4 lety +15

      Yup. He doesn't write good characters, but culturally that's to be expected in a way. But the ideas, the plot. Whoah, that was something else. Easily one of the best reads of the last decade in my book.
      In the meantime I've discovered Alastair Reynolds (if you don't know him, but seen Love, Death & Robots on Netflix: he's the author of "Beyond the Aquila Rift" and "Zima Blue"). Started with his House of Suns because I wanted something standalone in case it wasn't my kind of thing. When I was about halfway through the book, I bought the Revelation Space novels as well. If you haven't read him already, look him up, it might tickle you in the same way it did me. ;)

    • @VeganBrainFood
      @VeganBrainFood Před 4 lety +2

      @Auspicious Dog Fur Pattern THANK YOU! I'm on the last book in the series and not looking forward to being done! Are his short stories part of a larger collection?

    • @VeganBrainFood
      @VeganBrainFood Před 4 lety +2

      @Auspicious Dog Fur Pattern Wait whaaaat? Another Three Body Problem book by someone other than Cixin Liu? Isn't that blasphemy? Will check out The Wanering Earth stories, thank you!

    • @johannaweichsel3602
      @johannaweichsel3602 Před 4 lety +2

      I watched this video because of the title lol

    • @KipIngram
      @KipIngram Před 3 lety +2

      Wow - I'm going to have to check this out. The fictional series that has most impressed me to date is "The Dresden Files," by Jim Butcher. Urban fantasy, so if you're not into that maybe it's not for you, but if you are, don't miss out - it is AMAZING. Books 16 and 17 dropped earlier this year - 17 just a few days ago. One word of warning, though - generally speaking each book is a full stand-alone story, but 16 is not. 16 and 17 really tell one complete story, so just go in prepared for that. I found it really good from book #1, but some people don't care that much for #1 and #2. So if you aren't totally impressed by those - don't give up. Try to get at least to book 5 or 6 before you throw in the towel.

  • @massimookissed1023
    @massimookissed1023 Před 4 lety +173

    7:50 Because Euler has enough stuff named after himself already.

    • @mina86
      @mina86 Před 4 lety +8

      That's just Stigler's law.

    • @harriehausenman8623
      @harriehausenman8623 Před 4 lety +1

      @@mina86 Thanks for the share. Didn't know that one.

    • @tuele4302
      @tuele4302 Před 4 lety

      @@mina86 Not really. We have evidence that Euler was extremely productive.

    • @discomfort5760
      @discomfort5760 Před 4 lety +5

      @@tuele4302 As a layman computer programmer myself, Euler rocks! All real engineers should have a poster of him above the bed.

    • @tuele4302
      @tuele4302 Před 4 lety +1

      Massimo O'Kissed Leonard Euler was a truly remarkable mathematician.

  • @ethannguyen2754
    @ethannguyen2754 Před 3 lety +58

    “The first was Euler”
    Me : Of course it was.

  • @frozencanuck3521
    @frozencanuck3521 Před měsícem +46

    Netflix brought me here

  • @dominicmcg2368
    @dominicmcg2368 Před 4 lety +153

    Quick, someone notify Listener 1379, there may yet be time to stop the fleet...

    • @wolfenstinehoffman5753
      @wolfenstinehoffman5753 Před 4 lety +30

      Shut up sophon

    • @OwenDavies83
      @OwenDavies83 Před 4 lety +18

      I don't want to live in Australia

    • @kevinware3268
      @kevinware3268 Před 4 lety +9

      Matt O'Dowd is a wallfacer!

    • @OwenDavies83
      @OwenDavies83 Před 4 lety +14

      @@kevinware3268 Hes already 2D!

    • @ChBrahm
      @ChBrahm Před 3 lety +12

      Your comment has been deemed highly reactionary!
      Due to this I can no longer adress you as _Comrade_
      And a cadre will show up shortly to take you to a reeducation camp
      Please do not resist

  • @carlose.carrenoy.8533
    @carlose.carrenoy.8533 Před 4 lety +48

    0:05 I thought he was gonna said: "Actually, super easy, barely an inconvenience" LOL... Love this channel too...

  • @n0ame1u1
    @n0ame1u1 Před 3 lety +9

    Before this video, I had only heard of statistical mechanics from the following textbook quote that was being shared as a meme:
    "Ludwig Boltzmann, who spent much of his life studying statistical mechanics, died in 1906, by his own hand. Paul Ehrenfest, carrying on the work, died similarly in 1933. Now it is our turn to study statistical mechanics."

  • @gl1500ctv
    @gl1500ctv Před 4 lety +26

    Thanks for helping me overcome the Dunning-Kruger effect: I now know much more about what I don't have a clue about.

    • @KipIngram
      @KipIngram Před 3 lety +7

      :-) It is humbling, isn't it? I consider myself a smart person, and it's fair to say that "learning is my hobby." I'm 57 and have been pouring over CZcams and other net material for years, pushing the limits of my physics knowledge and so on. But it's clear that the finish line will forever elude me. Good thing I enjoy it. Maybe it will at least hold Alzheimer's at bay.

  • @spudhead169
    @spudhead169 Před 4 lety +75

    The double pendulum springs to mind here as a similar chaotic system.

    • @november8039
      @november8039 Před 4 lety +4

      In fact I think this channel used that as an analogy in a related video

    • @CTOOFBOOGLE
      @CTOOFBOOGLE Před 4 lety +7

      In many ways that system is directly comparable to the three body problem. Excellent comparison!

    • @Vastin
      @Vastin Před 2 lety +8

      I think it's closely related mathematically as the top fulcrum point forms the third 'body' in a double pendulum?

    • @roygalaasen
      @roygalaasen Před měsícem +1

      @@VastinI think so too. Just lock the view to one of the bodies and I assume the rest have exactly the same behaviour as a double pendulum
      Edit: I just came up with a reason why what I said above is actually wrong. Pendulums are rigid in that they have fixed distances from each other, so they are not exactly the same. My assumption must have been wrong.

  • @TheZeedler
    @TheZeedler Před 3 lety +4

    Matt, you do such a good job, man. Thanks so much for these videos.

  • @srglmr
    @srglmr Před 3 lety +7

    CZcams algorithm knows me well , suggesting Matt’s videos only if i’m going to sleep

  • @darkmage07070777
    @darkmage07070777 Před 4 lety +6

    This is why I love this channel so much. One episode, I'm exploring the boundaries of what current science can teach us, the next I'm learning the truth about principles I thought I knew from grade school.
    One question I have: would Sundman's convergent series solution potentially be practically solvable using quantum computing?

    • @kimrick8560
      @kimrick8560 Před 4 lety

      Yer smart. I'm so stupid I don't even know how stupid I am.

    • @riccardoorlando2262
      @riccardoorlando2262 Před 3 lety

      Almost surely not, but I would have to brush up my complex analysis to be slightly more sure and even then, quantum computing is so new there might be no one in the world with the understanding required to answer your question with certainty, yet.

    • @KipIngram
      @KipIngram Před 3 lety

      Well, the PRINCIPLE is pretty straightforward. It's just the numerical complexity that comes in with three significant masses that makes it crazy involved.

  • @Thesunscreen
    @Thesunscreen Před 4 lety +44

    Finally they collaborate!
    Great things will come of this

  • @vee.m
    @vee.m Před 4 lety +64

    I like Dr. Lincoln from Fermilab. He's a cool dude

    • @b43xoit
      @b43xoit Před 4 lety +5

      I like his friendly and collegial description of how the two presenters are kindred spirits even though they hadn't met before the collab.

  • @markricker44
    @markricker44 Před 2 lety +1

    I've been watching PBS Spacetime for YEARS and this is the first episode that I was able to follow and understand all the way through to the end.

  • @listonrice5230
    @listonrice5230 Před 2 lety +1

    Came here from a TED vid on the same topic.
    Y'all's is way, way better.
    Thanks for your always-excellent material!

  • @TheRishijoesanu
    @TheRishijoesanu Před 4 lety +87

    I just finished reading The Dark Forest today! This cant be a coincidence
    Edit: Please don't spoil the novels in the comments

    • @mina86
      @mina86 Před 4 lety +9

      It can. And it is...

    • @scottbrown2252
      @scottbrown2252 Před 4 lety +3

      @@mina86 and it must.

    • @itisALWAYSR.A.
      @itisALWAYSR.A. Před 4 lety +23

      I have basically accepted Dark Forest as being the truthful answer to the Fermi Paradox. Far as I'm concerned, it's the logical conclusion, however distasteful.
      Enjoy Death's End!!

    • @sankhyohalder97
      @sankhyohalder97 Před 4 lety +7

      Dark Forest is completely useless as a filter, for the reason being that hiding a civilization in space is nearly impossible with decent sensors.

    • @Snowsnaype
      @Snowsnaype Před 4 lety +12

      @@sankhyohalder97 hide well. Cleanse well.

  • @thingsiplay
    @thingsiplay Před 4 lety +11

    "… in fact, by many hands." - ahaha I died

  • @ldmcnutt
    @ldmcnutt Před 4 lety +1

    Right on! I watch both of you guys. More collaborations please!!!

  • @787darkshadow787
    @787darkshadow787 Před 4 lety

    I love the way the ellipse was precessing in the example of the analytic solutions

  • @DaGavinX
    @DaGavinX Před 4 lety +24

    How to solve:
    1. Gather a crowd of people
    2. Teach them how to roughly simulate how a computer works.
    3. Use them for calculations.
    4. Success.

    • @christanner9070
      @christanner9070 Před 4 lety +8

      It would be a shame if they were forced to dehydrate....

    • @jorgetlw12
      @jorgetlw12 Před 4 lety

      *step 5: profit

    • @brokentombot
      @brokentombot Před 4 lety

      You're a slave driver!

    • @TheRishijoesanu
      @TheRishijoesanu Před 4 lety

      Shut von Nuemann

    • @johannaweichsel3602
      @johannaweichsel3602 Před 4 lety

      Ok, gonna need like 6 million flags, 3 million people, some horses, maybe some watchtowers? Whatever makes the big guy happy.

  • @MousePad00
    @MousePad00 Před 6 měsíci +4

    Dehydration seems to be a solution apparently :/

  • @grant4735
    @grant4735 Před 3 lety +2

    you guys are doing really great things for the internet.

  • @TheFLOW1978
    @TheFLOW1978 Před 4 lety

    I'm a proud subscriber to both channels. Thank you for all your work.

  • @estebancamacho2282
    @estebancamacho2282 Před 4 lety +33

    Matt!!! great episode! It would be awesome if you do a science fact check on the Earth´s Remembrance Trilogy. For example, the Unfolding of the proton on 'The Three Body Problem', the 'Dark Forest' Theory as a solution to the Fermi Paradox, as well as the concept of the Black Domain (from Death's End).
    Anyway, I also think you'd make a great wallfacer...

    • @ultearmilkojohn1145
      @ultearmilkojohn1145 Před 3 lety +5

      None of that is known to possible. "Unfolding a proton" was based off the idea of having many extra dimensions, which are theorized in string theory, but afaik would not be at all similar to Three Body. Their method of instantaneous communication using entangled particles is also incorrect. The Dark Forest theory is possible, and is legit if we assume the axioms to be true. Finally, the black domain would be true if we could slow down the speed of light in a certain area, which is not remotely possible by human standards. Obviously collapsing dimensions is also not based off of known physics.
      I don't think he would be a good wallfacer. Even the wallfacers that failed were insane geniuses.

    • @Vastin
      @Vastin Před 2 lety +4

      @@ultearmilkojohn1145 There's a lot of science in the Earth's Remembrance trilogy that is either wildly speculative or just outright unlikely given our current knowledge of our universe - but its such an incredibly imaginative story, and the way its concepts aggressively play off of the far edges of our current science in such thought provoking ways earns it a welcome seat at the table of sci-fi greats.

    • @ultearmilkojohn1145
      @ultearmilkojohn1145 Před 2 lety +1

      @@Vastin Yeah of course, I thought it was insanely well written (and translated), was just responding to that guy's question. I would be interested in seeing a refutation of The Dark Forest theory that doesn't rely on another Fermi paradox solution though

    • @Vastin
      @Vastin Před 2 lety +2

      ​@@ultearmilkojohn1145 There are a number of likely refutations. One is the simple amount of energy and effort that is likely to be required given the physics we DO know, to engage in this kind of silent-killer warfare. The other is that if sublight travel is never trivialized, then the competition for 'space' in the universe is likely to be minimal. DF also assumes that intelligent life is VERY common, which is probably not likely.

    • @Vastin
      @Vastin Před 2 lety +3

      In short, if life were to only arise in, say, 1 out of 10,000 star systems, and both FTL and lightspeed travel is essentially impossible, then its unlikely that any species would feel the survival need to colonize more than a handful of systems (due to cost, difficulty, lack of necessity), meaning the need to take an aggressively competitive/paranoid stance is not present. If life were to be so common as to appear in 1 out of 10 systems though, that could get ugly.

  • @shadoah
    @shadoah Před 2 lety +4

    the best way to survive a three body problem is to dehydrate for an age or two.

  • @Ryan_Perrin
    @Ryan_Perrin Před 4 lety +1

    I personally have not done the three body problem, but I have done the two body and many body (classical and quantum, I do research on quantum many body).. I imagine having a very large object may stabilize the problem..
    And now I'm hearing about this as I type it. Great video!

  • @sussurroabissale8565
    @sussurroabissale8565 Před 2 lety

    That's amzing. I have seen already the figuere 8 shaped one and i love it

  • @rafaellisboa8493
    @rafaellisboa8493 Před 4 lety +5

    oh yeah I love these, I am currently studying the subject of differential equations, if you were to make more videos about the interesting uses of them in physics that would make me very happy :)

  • @ErgoCogita
    @ErgoCogita Před 4 lety +4

    This. This is what I love about PBSST. Taking a seemingly simple concept and showing how it just isn't while making it's complexity understandable.

  • @kennethhicks2113
    @kennethhicks2113 Před 4 lety

    Enjoyed the collaboration and topic. Ty

  • @dcy665
    @dcy665 Před 4 lety

    Nicely done. Perfect solutions for conditions that are useless in the normal experience. Except your experiences are way beyond normal.

  • @b.griffin317
    @b.griffin317 Před 4 lety +41

    1:35 "his other great invention, calculus" ut oh, here we go. 😬 🤣

    • @nibblrrr7124
      @nibblrrr7124 Před 4 lety +18

      *Gottfried Wilhelm Leibniz* is typing...
      *Eudoxus of Cnidus* has joined the chat.
      *Zu Gengzhi* has joined the chat.

    • @asagoldsmith3328
      @asagoldsmith3328 Před 4 lety +7

      @@nibblrrr7124 *Archimedes has entered the chat*

    • @Eisenwulf666
      @Eisenwulf666 Před 4 lety +3

      If i am not mistaken we also have written evidence ancient egyptians had some idea about calculus,so yeah, not really newton's invention. He was a freaking genius nonetheless

    • @u.v.s.5583
      @u.v.s.5583 Před 4 lety +2

      @@nibblrrr7124 Gottfried always gets triggered. Isaac already set up a committee consisting of himself, Isaac Newton and Sir Newton and that committee decided that Sir Isaac Newton has priority over GFL!

    • @matthewparker9276
      @matthewparker9276 Před 4 lety +2

      Just because someone else did it better, doesn't mean that Newton didn't invent calculus.

  • @vsevolodnedora7779
    @vsevolodnedora7779 Před 4 lety +7

    Just read the book Three-Body Problem by Liu Cixin, based on the fact that the problem has no solution for any initial condition. And here is the video...
    Guys, you are amazing. Thank you for your work!

  • @Unit-3475
    @Unit-3475 Před rokem +5

    Trisolaris fought on the solution for millions of years.
    Someone gets's solution in 16 minutes.

  • @ntdscherer
    @ntdscherer Před 4 lety

    I think he answered all those questions in one take. Nicely done.

  • @WeissM89
    @WeissM89 Před 4 lety +4

    8:55 I imagined something like this as I tried a way to figure out a solution; I even put my fingers in a triangle to visualise it. I imagined the three bodies as vertices of a triangle, each side representing its gravitational interaction, with their respective centres of mass being the midpoints of the edges, and the overall centre of mass being the barycentre. I guess the solution would take an integration of the gravitational forces at infinitesimally small time intervals.

  • @SolaceEasy
    @SolaceEasy Před 4 lety +44

    "Physics is everything, in Spacetime."

    • @CraftyF0X
      @CraftyF0X Před 4 lety +1

      Yea the COMBO !

    • @quicksilver3431
      @quicksilver3431 Před 4 lety

      Actually it's not

    • @KipIngram
      @KipIngram Před 3 lety

      @@quicksilver3431 I agree. It's self-evidently obvious that we have free will, and science is not equipped to deal with "uncaused effects." Somewhere in the operation of it all is the place our free will first touches the material world, and science can't quantify the "cause" part of that causal event. The only way science could deal with that would be to consider those effects "random."
      Oh - wait a minute... ;-)

  • @mho...
    @mho... Před 4 lety +8

    thats the best fact about physics xD
    "we discovered solutions for a big problem : useless solutions, but solutions nonetheless"
    generations later:
    "it IS useful afterall"!

  • @antonioluismarcoburgos8117

    This is great stuff! Congrats!

  • @ryanbogucki9062
    @ryanbogucki9062 Před 4 lety +7

    Do the three body patterns mapped on a shape sphere have anything in common? Is there any sort of underlying "rule" that they all follow, that if known, would be able to produce any possible orbital pattern?

  • @ptredhead
    @ptredhead Před 4 lety +8

    Luo Ji save us!

  • @godofchaoskhorne5043
    @godofchaoskhorne5043 Před 2 lety +4

    Nice, we should tell the trisolarans

  • @attilao
    @attilao Před 4 lety

    Love the guest speaker. You should do this more often.

  • @gregfrantsen6478
    @gregfrantsen6478 Před 4 lety +13

    Could a 2-body system be run backwards to determine if there was a third body ejected at some time in the past and, if so, could it's current location/speed/heading be determined?

  • @winstonknowitall4181
    @winstonknowitall4181 Před 4 lety +180

    Yeah, I know this one. But I thought it was called "threesome". When you add a third body to a system, the system becomes chaotic and almost always over time one body would get ejected.

  • @PeculiarNotions
    @PeculiarNotions Před 5 měsíci

    Thank you for this explanation.

  • @peterb9481
    @peterb9481 Před 10 měsíci

    Interesting!
    I remember studying the mathematician who thought he discovered a solution to the three body problem, only to find himself wrong, leading to the discovery of chaos theory.
    Interesting to find a solution is possible and practical approximate solutions too.
    Good answers with Fermilab!!!

  • @AK-ny5bz
    @AK-ny5bz Před 4 lety +265

    Even in nature it's just like Human Love triangle. Two stick together and 3rd one gets ejected.

    • @Erica-ye7kp
      @Erica-ye7kp Před 4 lety +4

      Lmao u right

    • @hybridwafer
      @hybridwafer Před 4 lety +49

      Yeah it's the 3 buddy problem.

    • @Vasharan
      @Vasharan Před 4 lety +72

      You just have to stay in the stable Lagrange Points, also known as the Friendzone.

    • @Adraria8
      @Adraria8 Před 4 lety +11

      V is for Void Or the figure eight known as a threesome

    • @unvergebeneid
      @unvergebeneid Před 4 lety +21

      Fuck, I'm a human rogue planet.

  • @pauldavies6
    @pauldavies6 Před 4 lety +70

    My wife pointed out lots of problems when i tried to introduce a third body

  • @CamiloSanchez1979
    @CamiloSanchez1979 Před 4 lety

    So cool to see cross over videos of space time and fermilab. I watch these videos tirelessly and go to bed at night trying to imagine the true nature of a hydrogen atom

  • @gregoryashton
    @gregoryashton Před 3 lety +2

    This is a much better video than the 5 minute Ted Talk I just watched yesterday on the same topic.

    • @gregoryashton
      @gregoryashton Před 3 lety +1

      This one czcams.com/video/D89ngRr4uZg/video.html

  • @demarcoroyes526
    @demarcoroyes526 Před rokem +5

    someone send this video to the trisolarins

  • @ElusiveTruth
    @ElusiveTruth Před 2 lety +8

    "Aprroximated with an exact analytical solution..."
    1. Approximations
    2. Assumptions
    3. Integrations
    4. Simulations
    There is a reason they call it a "Problem"

  • @ericblakenburg5380
    @ericblakenburg5380 Před rokem +1

    Very informative! Some basics I alrdy knew but with the drawcalls and such really good to know.
    Just wondering: what are some 2D games that really inspire you artwise and gameplay wise? Just finished Islets and loved how simple yet effective it was drawn.

  • @xboscarx
    @xboscarx Před rokem +2

    Me reading The Three Body Problem and this popping up on my recommended videos

  • @justsuperdad
    @justsuperdad Před 4 lety +3

    The sweeping orbits in the graphics remind me of the star orbits we have tracked around our super massive black hole.

  • @RelativelyBest
    @RelativelyBest Před rokem +26

    I had a three body problem once, and I can confirm that moving all of them is is really difficult.

    • @relatvity
      @relatvity Před 9 měsíci +1

      Hey are names are very similar. I am assuming you are a fan of the theories of relativity special or otherwise?

    • @RelativelyBest
      @RelativelyBest Před 9 měsíci

      @@relatvity Well, not particularly. Also that's an old name I haven't used for quite some time. (My handle is supposed to be Fervidor.) Though, apparently some people can still see it. I _think_ it has to do with what sort of device you're using.

  • @kloggmonkey
    @kloggmonkey Před 4 lety

    i don't know why i keep coming back to this channel; i don't understand a thing!
    sometimes i leave it on when i go to sleep cause the videos are quite soothing, or perhaps i'm hoping i'll be able to sleep-learn something. like the mozart effect or something or other.

  • @jajhsj2760
    @jajhsj2760 Před rokem

    Strong force and representation of entrophy at stellar scales

  • @TrappedinaBrain
    @TrappedinaBrain Před 4 lety +11

    8:39 Imagine that we discover 3 stars orbiting each other in one of these configurations

    • @u.v.s.5583
      @u.v.s.5583 Před 4 lety +1

      It's unstable.

    • @NoOne-qi4tb
      @NoOne-qi4tb Před 2 lety

      @@u.v.s.5583 why?

    • @u.v.s.5583
      @u.v.s.5583 Před 2 lety

      @@NoOne-qi4tb Star systems are not isolated, they get perturbed all the time, and many perturbations are significant. So it is not sufficient for an orbit to be asymptotically stable in mathematical sense for it to exist for any prolonged time period in astronomical sense. We might find such a configuration, but then it would be a short lived result of some amazing and very recent coincidence.

    • @NoOne-qi4tb
      @NoOne-qi4tb Před 2 lety

      @@u.v.s.5583 does like a 1 cm pull every year seriously ruin that?

    • @u.v.s.5583
      @u.v.s.5583 Před 2 lety

      @@NoOne-qi4tb That not. But where will you find a region in the space in which you don't ever ever get significantly more pull during hundreds of millions of years / billions of years?

  • @davidhollenshead4892
    @davidhollenshead4892 Před 4 lety +45

    I remember working with the 3rd body problem in college, using my own code & old fortran code. However I limited it to only three bodies...

    • @SahilP2648
      @SahilP2648 Před 4 lety +9

      You should take a look at p5.js and Processing (processing.org). Using that, you can write middle level graphics code and you can programmatically create n-bodies and also make them behave like planets. The simulation will run at

    • @mashrien
      @mashrien Před 4 lety +3

      @@SahilP2648 Post this somewhere if you do. I do a lot of coding, but non-scientific.. Would be interesting to see. Except the js part, ..|., js. C++ or C#/.NET or gtfo.

    • @SahilP2648
      @SahilP2648 Před 4 lety +5

      @@mashrien I have coded in Java, python and C#. I don't get why you don't like Java though. C# and Java are pretty similar. I am never gonna touch C++ though. That is the stuff of nightmares.

    • @SahilP2648
      @SahilP2648 Před 4 lety +3

      @@mashrien ok so I did some digging around and I found a project where this guy has implemented a processing n-body simulation, I took the code, ran it and outputted in video format: czcams.com/video/JPFdgCpIUbs/video.html Processing actually has a tool to convert images to video which I had forgotten about. Full credit goes to him: github.com/mcnuttandrew/n-body-simulator

    • @noahwilliams8996
      @noahwilliams8996 Před 4 lety +2

      I remember trying to write a simulator for this in python in high schoold I couldn't figure out an answer for just two bodies that respected conservation of energy.

  • @nothingfreeanymore
    @nothingfreeanymore Před měsícem +1

    I once found myself in a three body problem 😮 as you stated at the end. As I followed the dynamics, I also tried to find solutions.
    But it came to the same end, as one body evenually got ejected.

  • @loungewear13
    @loungewear13 Před 3 lety

    Thank you PBS. The answers I was looking for.

  • @dmaster254
    @dmaster254 Před 4 lety +15

    I was already subscribed to Fermi Lab before this

    • @michaelblacktree
      @michaelblacktree Před 4 lety

      Same here. IMO, both are excellent channels.

    • @alexmcknight51
      @alexmcknight51 Před 4 lety

      Sorry, I'm all out of medals.

    • @KipIngram
      @KipIngram Před 3 lety

      I generally like the Fermi Lab guy. I saw one of his videos, though, that I took issue with. I think it had to do with how it turns out that geometric optics works. When an atom in a piece of material (glass, water, etc.) falls back to its ground state and emits a new photon, there is no directional preference - the photons are equally likely to go in all directions. But somehow the *beam* winds up going in the direction predicted by Snell's Law. The right way to understand this is using quantum electrodynamics - if you add up all of the quantum amplitudes, of all the atoms emitting photons in all directions, then everything cancels out except for in the Snell's Law direction. But somehow (I can't recall the details) the video managed to make a complete mess of this. I think the video was about whether the speed of light slows down in materials. It doesn't - whenever a photon is moving it's moving at c. But the delays introduced by all the absorption and re-emission events creates an "effective reduced speed." Anyway, that's the only video I've seen of his that I thought was less than fully accurate.

  • @cyzhouhk
    @cyzhouhk Před 4 lety +23

    This reminds me of the book on my bedside, "三體" by Cixin Liu,
    in English, The Three Body Problem

  • @AinsleyHarriott1
    @AinsleyHarriott1 Před 3 lety

    Thank you for your work Matt I love you

  • @DisfigurmentOfUs
    @DisfigurmentOfUs Před 3 lety

    Exceptional, thank you!

  • @jason0joon
    @jason0joon Před rokem +5

    Trisolarans have entered the chat

  • @Lashb1ade
    @Lashb1ade Před 3 lety +3

    "The Three Body Problem is perfectly solved, Uselessly, or for seemingly Useless and bizarre orbits." Nice.

  • @flaviusventel
    @flaviusventel Před 2 lety

    Love this channel. Great great stuff

  • @rishavsharma2349
    @rishavsharma2349 Před 24 dny

    The most beautiful thing about 3 body problem is that it makes us realise how there are deterministic events that humans cannot comprehend.
    Just like how dogs can never use tools.

  • @debbieracheleperalta6066
    @debbieracheleperalta6066 Před 4 měsíci +5

    Alpha Centauri be like:👁👄👁

  • @gingerdude94
    @gingerdude94 Před 4 lety +16

    Love PBS 👍

  • @clarionwaves
    @clarionwaves Před 4 lety +2

    The third body: you don't know what you've got til it's gone.

  • @torybruno7952
    @torybruno7952 Před měsícem

    Great video! More accurate to have said that it takes less energy to keep a satellite at a LaGrange point. L4 & 5 are stable. Hence the well known Jovian Trajans, asteroids that have been swept up and now precede and follow Jupiter in its orbital path. The others are not and, in practice, we actually ask the satellite to orbit L1, 2, or 3.

  • @eval_is_evil
    @eval_is_evil Před 4 lety +90

    Useless trivia: PRINCIPIA ...pre-renaissance pronunciation would be PRINKIPIA. (It means 'beginnings')
    There I contributed something now i feel less inadequate

    • @Ni999
      @Ni999 Před 4 lety +8

      No, you're absolutely right. It's bad enough that most contemporary physicists can't pronounce supernovae (hint: it ends with a long E, or even a short a (like tap) if you absolutely must submit to the modern revisionist international phonetics), not a long A, see the _ae_ grapheme for details), and there's no reason to let the Principia slip on top of that.
      This is what happens when Latin and Greek are removed from the general curricula.

    • @nenharma82
      @nenharma82 Před 4 lety +5

      Came here to look for this comment. Glad someone noticed.

    • @brokentombot
      @brokentombot Před 4 lety +2

      What did you contribute?

    • @marius4iasi
      @marius4iasi Před 4 lety +2

      Isn't it PRINCHIPIA?

    • @Ni999
      @Ni999 Před 4 lety

      @@marius4iasi
      _Talk:Principia Mathematica - Wikipedia_
      en.m.wikipedia.org/wiki/Talk:Principia_Mathematica#Pronunciation

  • @Felevr
    @Felevr Před měsícem +67

    Who else came here after watching the "Three Body Problem" from Netflix 😂🤣 ?

  • @pierrevillemaire-brooks4247

    Great topic , wonderful presentation. Now tell me that all this knowledge is put to good use in particle physics !

  • @crowlsyong
    @crowlsyong Před rokem

    Amazing show Matt/Pbs. And Hi Dr. Lincoln!