Wow, A Simulation That Looks Like Reality! 🤯

Ғылым және технология

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📝 My paper "The flow from simulation to reality" with clickable citations is available here:
www.nature.com/articles/s4156...
📝 Read it for free here! rdcu.be/cWPfD
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Пікірлер: 380

  • @TwoMinutePapers
    @TwoMinutePapers Жыл бұрын

    Make sure to check out the paper itself here, it is a really short read and let me know if you enjoyed it! - rdcu.be/cWPfD Orig. Nature link with clickable citations: www.nature.com/articles/s41567-022-01788-5

  • @SyntheticVoices

    @SyntheticVoices

    Жыл бұрын

    Another master piece Dr.

  • @grimsk

    @grimsk

    Жыл бұрын

    it's very close to the 'nature' itself :)

  • @shantanusapru

    @shantanusapru

    Жыл бұрын

    The free link to download the paper is not working. it leads back to the Nature website, which is paywalled...it allows "read-only", not download to read for later...

  • @royroye1643

    @royroye1643

    Жыл бұрын

    Congratulations! Keep up the wonder. You've become a worthy representative of the field.

  • @ayron-x5823

    @ayron-x5823

    Жыл бұрын

    porque usas un modulador de voz?, esta sobre editada

  • @SeyHan3232
    @SeyHan3232 Жыл бұрын

    Congratulation on getting your paper accepted. I love what you are going for the the community, im not in the field myself but im always amazed by the things that are possible, through your yt videos

  • @TwoMinutePapers

    @TwoMinutePapers

    Жыл бұрын

    Thank you so much for being so kind! Honored to have Fellow Scholars like you in our ranks! 🙏

  • @Kram1032
    @Kram1032 Жыл бұрын

    Those really are amazing! I love these physics sim videos. Everytime you post one of these I wonder all over again how close we are to a reasonably "full" physics engine that can handle all states of matter at reasonable accuracies and interactive speeds. Between our improving graphics cards and our algorithms that improve even faster than said cards, it ought to happen eventually

  • @luciazazel2683

    @luciazazel2683

    Жыл бұрын

    Close. Probably a couple years from having all the tools, and another couple before deployment--though this is for common states (solid, liquid, gas, plasma) and not some of the weirder states (Rydberg matter, superfluids etc.). Those weirder states will probably be worked on in a different domain (purely R&D + academic)--but some papers from the last couple years suggest that neural nets may make simulation of complex quantum states many many orders of magnitude more efficient (alphafold 2 is a good example of such progress).

  • @carveratutube

    @carveratutube

    Жыл бұрын

    If you are talking about having them av in computer AAA games. I doubt that we are close. These are isolated simulations (with very limited interactivity).

  • @Kram1032

    @Kram1032

    Жыл бұрын

    @@carveratutube I'm aware. We'd still need a few hundred times speedups to a thousand times to begin to use stuff like this in actual games. Getting down from days to minutes is highly encouraging though

  • @benveasey7474

    @benveasey7474

    Жыл бұрын

    @@carveratutube Have you seen what NVidia have been doing in radically reducing the size of VDBs using a neural calculation? This will be great for games.

  • @luciazazel2683

    @luciazazel2683

    Жыл бұрын

    @@carveratutube These are obviously not ready for a game, yeah, but the physics calculations are getting fast enough to simulate fluid mechanics in real time within the next few years--especially given that, recently, good-quality AI approximations have run in, very nearly, real-time. Once that happens, it's a matter of integration into game engines--which will take another few. Still not that far off.

  • @SilicatYT
    @SilicatYT Жыл бұрын

    Been looking forward to that video since I saw the community post o.O

  • @marcfruchtman9473
    @marcfruchtman9473 Жыл бұрын

    I really enjoyed this video on Simulations. Thank you for making it!

  • @TwoMinutePapers

    @TwoMinutePapers

    Жыл бұрын

    You are very kind, thank you so much! 🙏 These simulations are truly incredible.

  • @t.r.castillo
    @t.r.castillo Жыл бұрын

    This may sound really strange but I think one of the best ways to show this amazing work to more people would be by creating a separate channel with compilations of really unique simulations in extremely high fidelity. Even better if you can add really stimulating or even relaxing music and sound effects depending on the content. You could include all the citations and links in the description for people who wanted to dive deeper or include a short promo at the end of the vids that points to this channel with more information. I could see that kind of content doing really well. I would absolutely love watching and sharing videos like that. I’d even be interested in making that content myself if I even knew where to start with creating those simulations.

  • @ehsome

    @ehsome

    Жыл бұрын

    that is a great idea

  • @notmade666

    @notmade666

    Жыл бұрын

    That's just what everyone else is doin. What's the difference then

  • @VisualBasic6
    @VisualBasic6 Жыл бұрын

    I really enjoyed this, we are SO CLOSE to being able to do this real time and make it indistinguishable to real life. What a time to be alive! My only sadness is seeing how dry the items remain, water particles that hit the dry surfaces should leave a small film of water (drying or not). Without this crucial detail, it looks very fake to me. But don't get me wrong, I am LOVING this.

  • @YouTube_username.

    @YouTube_username.

    Жыл бұрын

    Don't worry shiny stuff is circa 1980's cgi 👌kzread.info/dash/bejne/fqyHx6OvmtDAltI.html

  • @shukrantpatil

    @shukrantpatil

    Жыл бұрын

    I believe they left it out as they are right not focusing on only the motion of the water molecules

  • @shukrantpatil

    @shukrantpatil

    Жыл бұрын

    I believe they left it out as they are right not focusing on only the motion of the water molecules

  • @shukrantpatil

    @shukrantpatil

    Жыл бұрын

    I believe they left it out as they are right not focusing on only the motion of the water molecules

  • @richardduncan9740

    @richardduncan9740

    Жыл бұрын

    I dare say these are simplified demonstration events. If someone wanted to take the personal/professional time to add surface imperfections and microscopic hygroscopic particles as part of the original texture layer the algorithm could handle that easily, it's just that these papers are coming out so fast it's more about development and usability than finished application and presentation level production detail, if you see my point.

  • @topordrop2402
    @topordrop2402 Жыл бұрын

    I love your work Károly. As an engineer that works with CFD and FEA tools all the time, these papers get me so excited for the future of the field. As a gamer, I can't wait for these papers to flow into real-time physics engines. What a time to be alive!

  • @cbuchner1
    @cbuchner1 Жыл бұрын

    A.I. can also be very strong at approximating physics. It can even learn the underlying concepts itself - no need to present it the equations.

  • @imjody
    @imjody Жыл бұрын

    Thank you for sharing all of this with us. Been really enjoying your content for over a year now. It's amazing how quickly "two more papers down the line" can come! This is wonderful, and congratulations as well!

  • @JohnnyPope
    @JohnnyPope Жыл бұрын

    Love your channel and enthusiasm! Congratulations also on your publication to Nature :-) - Well done! Have been doing some simulations in 3DS Max using Pheonix FD and can't believe I'm able to also use my laptop for the simulation work. That and using real-time engines like Unreal - awesome time to be alive indeed!!

  • @BAM5992
    @BAM5992 Жыл бұрын

    Congratulations and many thanks for your paper and all your efforts in making this channel!

  • @lamarrrrr
    @lamarrrrr Жыл бұрын

    Man, congrats on the paper. I love your channel!

  • @cooltrini11
    @cooltrini11 Жыл бұрын

    Congratulations Dr. Zsolnai-Fehér!! Always loved your videos, the structure and excitement is always a joy for me. Thank you!

  • @3isr3g3n
    @3isr3g3n Жыл бұрын

    Congrats mate. Having something published in any Nature publication is an awesome feat. Great video, too!

  • @tommornini2470
    @tommornini2470 Жыл бұрын

    Congratulations! 🍾 This is incredible work!

  • @ElvynBliss
    @ElvynBliss Жыл бұрын

    It's super interesting to see this kind of meta study video on a specific topic. Great perspective on the subject!

  • @rogerrinkavage
    @rogerrinkavage Жыл бұрын

    As someone heading to an AE career, you've got me excited about how accurate these non-cfd options are getting!

  • @vgfxworks
    @vgfxworks Жыл бұрын

    Wow, posted 2 hours ago, what a time to be alive !! Love that tiny boat scene.. absolutely perfect, can’t tell it was not a real filmed scene..

  • @gutocandido
    @gutocandido Жыл бұрын

    This is amazing. Awesome. Congrats!

  • @dubhd4r4
    @dubhd4r4 Жыл бұрын

    Wow, congratz on getting a paper in Nature! What a time to be a subscriber!

  • @ChristianBlueChimp
    @ChristianBlueChimp Жыл бұрын

    In this crazy world - it is good to see some progress being done.

  • @OsvaldoBayerista

    @OsvaldoBayerista

    Жыл бұрын

    Tech and scientific progress is the only progress i think.

  • @dan_loup
    @dan_loup Жыл бұрын

    If we ever get to a point you can test the thing in real time, it would be possible to make a software where you can use "sculpting tools" to tweak the object in realtime to get to the best result.

  • @tezlaf734
    @tezlaf734 Жыл бұрын

    Congrats on the paper!

  • @IstvanF
    @IstvanF Жыл бұрын

    Congrats on the Nature publication 🙌 Hold on to your papers! Great video and topic. What a time to be alive 😁

  • @jameshughes3014
    @jameshughes3014 Жыл бұрын

    I could not imagine a better ambassador for computer graphics. And thank you for making the paper freely available!

  • @kenosabi
    @kenosabi Жыл бұрын

    Brilliant! A truly exciting time to be alive.

  • @FoxBlocksHere
    @FoxBlocksHere Жыл бұрын

    Wow, what an amazing accomplishment! Congrats on getting your paper accepted!

  • @gumballegal
    @gumballegal Жыл бұрын

    holy cow that sphere with the air bullet going trough was awesome

  • @surajvkothari
    @surajvkothari Жыл бұрын

    Congratulations. Getting a Nature Physics paper accepted is remarkable!

  • @Film_Homage
    @Film_Homage Жыл бұрын

    Awesome work! Can't wait until this gets into Blender3D

  • @themindsculptor_
    @themindsculptor_ Жыл бұрын

    I love your passion for the field :)

  • @iu7o8da
    @iu7o8da Жыл бұрын

    Congratulation on your publication to Nature!

  • @nono547
    @nono547 Жыл бұрын

    Damn! I must say that as a turbine designer engineer, the idea of near real time and accurate enough simulation would be a dream come true.

  • @coolkattcoder
    @coolkattcoder Жыл бұрын

    This is awesome! I do wonder what is the largest fluid simulation we could do in realtime with our current gpus that would still look good? Awesome video, keep up the great work!

  • @Orain88
    @Orain88 Жыл бұрын

    The idea of optimizing fluid simulation with particles that scale to the detail of the interaction is not only clever in terms of saving computational horsepower, it also helps alleviate the issue of fluid simulations looking too uniform. What I mean by that is when every particle in the sim is the same scale water sims often take on a slightly jelatinous look once your eye picks up that individual particle size. I suspect this new technique will do an even better job of tricking the eye. Truly spectacular innovations on display here. I freakin love this channel 😀

  • @SteveRowe
    @SteveRowe Жыл бұрын

    Congratulations on your publication!

  • @Adam-wn6mk
    @Adam-wn6mk Жыл бұрын

    WOW! I was very impressed stuffing around in Unreal Engine 5 with fluid sims but this is next level.. is it possible to dumb this down to mere mortals and explain what software/process is used to make these simulations?

  • @dont-want-no-wrench
    @dont-want-no-wrench Жыл бұрын

    some pretty incredible demos

  • @MusicalGeniusBar
    @MusicalGeniusBar Жыл бұрын

    That rocket gave me chills, if you ever tried to do that in blender you know

  • @yanisdeschamps1026
    @yanisdeschamps1026 Жыл бұрын

    So cool, thank you verry much for those quality videos. As an Engineer I would love to see some of these simulation with harsh environement (under the rain, hit by a wave, falling into water, swallowed by a tornado, taking a hit of a car at diferent speeds, heated up to melting) easily accessible.

  • @vectoralphaAI
    @vectoralphaAI Жыл бұрын

    What would you recommend someone try to learn in order to get into the field of Computer Graphics for someone whos new and nothing of the field?? Like what are some prerequisites needed to get started and successful in getting into Computer Graphics? I would love to get into this specialization.

  • @grimsk
    @grimsk Жыл бұрын

    congratulations :) it's absolutely great.

  • @DrGroo
    @DrGroo Жыл бұрын

    Congratulations on getting your paper accepted into such a prestigious journal. Looking forward to one day cutting hours off my Blender fluid sims.

  • @Dron008
    @Dron008 Жыл бұрын

    I wonder whether this approach could be used to simulate the sound of wind instruments, water flow or even a voice.

  • @ruperterskin2117
    @ruperterskin2117 Жыл бұрын

    Cool. Thanks for sharing.

  • @leonaraya2149
    @leonaraya2149 Жыл бұрын

    It' s amazing all this kind of investigation.

  • @swish007
    @swish007 Жыл бұрын

    the advancements in the water simulations gives me hope that one day i'll get to play a realistic whitewater kayaking game. (preferably in VR)

  • @Banana_Chris
    @Banana_Chris Жыл бұрын

    I am searching for years really hard to find a way to create flow simulations with moving parts, like valves. But not CFD, just realistic look animations for prototyping purpose... Just defining the volume borders,inlet/ outlet etc. and then start without so much performance needed... I would like to see a Video with some practical demonstration how to use that kind of stuff you are showing...

  • @Azula01
    @Azula01 Жыл бұрын

    Nature: "Look what they need to mimic a portion of our power!"

  • @onewillow8511
    @onewillow8511 Жыл бұрын

    Tremendous! Can't wait for some AE & 4D plugins 😁💪✌

  • @malirabbit6228
    @malirabbit6228 Жыл бұрын

    Congrats on your paper! The average person doesn’t know what a leaf and a paper boat floating on water looks like! I don’t know tech stuff but I know the average person. I truly on , my own level can understand and appreciate what what you and your fellow tech teams do! It’s wonderful but all I see is a future In which people wouldn’t know or care whether ‘ it’s live or is it memorex’ !

  • @antonioluperini5684
    @antonioluperini5684 Жыл бұрын

    I wish some day to see you at the Internet Festival in Pisa. That would affect so many students here!

  • @sanketvaria9734
    @sanketvaria9734 Жыл бұрын

    I just wish that few papers down the line we might one day get all this in realtime and get implemented in video games.

  • @Rogue-bh4ds
    @Rogue-bh4ds Жыл бұрын

    this is why I Subscribed😎👌🏼

  • @ettorel
    @ettorel Жыл бұрын

    Wow! Amazing work! Could this be implemented in Blender 3D? Congrats on your paper!

  • @save-scum
    @save-scum Жыл бұрын

    Congratulations, Dr. Károly Zsolnai-Fehér!!! I love your videos, I think you are a great representative of the community❤

  • @thr33eyedmonster
    @thr33eyedmonster Жыл бұрын

    "Hey Stiiiiimpy! You see dem pixels??" 👀

  • @jamescreativity
    @jamescreativity Жыл бұрын

    Hi Karoly! I love watching all of your videos, I am very interested in running simulations for VFX work and I am in college. What do you recommend I start learning software wise in order to produce simulation and rendering realism aside from blender?

  • @-dennis3755
    @-dennis3755 Жыл бұрын

    Having recently seen cherries floating in water, the edges around those looked oddly static. But had I not, im not sure i'd have seen the difference.

  • @shayneoneill1506
    @shayneoneill1506 Жыл бұрын

    Congratulaions Karoly! Pzublication in Nature is a serious career achievement. You earned it buddy!

  • @fourthright
    @fourthright Жыл бұрын

    Thank god that u recovered from that simulation.

  • @ForestValleyGame
    @ForestValleyGame Жыл бұрын

    Each simulation seems to be focused on a some subset of phenomena. But does they work together to simulate all fluid dynamics? I was always curious about that. Single achievements are amazing, but if we cannot use them together we're still some steps behind the "ultimate solution".

  • @lonnietc1674
    @lonnietc1674 Жыл бұрын

    Hello and very nice work. I am just wondering if there is any source code available to run and generate some of these animations?

  • @elecboy5126
    @elecboy5126 Жыл бұрын

    For whatever reason, I’m not usually impressed by the physics graphics papers you show, but this time, your explanation of the bubble algorithm was as captivating as the footage

  • @andrewowens5653
    @andrewowens5653 Жыл бұрын

    Please make a video on how to get stable diffusion working with a Lambda cloud account!

  • @addmix
    @addmix Жыл бұрын

    two minute papers with his 11 minute videos. more to enjoy.

  • @FugazStar
    @FugazStar Жыл бұрын

    It's fascinating how much time, effort, resources and money go into developing such tech. But most of all, the wonderful inspiration of the scientists and researchers working on stuff like this. I think most people who benefit from this tech take it for granted. Like how all this ends up helping game development and Hollywood movies. Imagine if all of these industries invested more on research and development in science.

  • @mollymcginnis5348
    @mollymcginnis5348 Жыл бұрын

    This guy is so passionate and fascinated with these simulations it just puts me in a good mood hearing him talk about this. The purest form of childlike wonder😁😁

  • @deviljelly3
    @deviljelly3 Жыл бұрын

    We love your work and passion, I've been watching your channel from the start, but I still can't pronounce your name:)

  • @CKSLAFE
    @CKSLAFE Жыл бұрын

    You can go for better than realism , “what do you mean better than realism?” How about an elephant with blue eyes? -Best programmer that has ever lived. T. D.

  • @MrMayanTotemPoll
    @MrMayanTotemPoll Жыл бұрын

    Dude you’re killing it - small field but you leading it 😂

  • @LiranBarsisa
    @LiranBarsisa Жыл бұрын

    All these cool videos and you say that you tried the samples, but what about sharing the samples to try it out ourselves and play with the simulations? Could be so cool...

  • @albertjai5735
    @albertjai5735 Жыл бұрын

    Please, use this in games or metaverse! Just call all gaming companies, they need this so much!

  • @brixxer99
    @brixxer99 Жыл бұрын

    The voice is a simulation too... 😄😂🤣

  • @6acosta9
    @6acosta9 Жыл бұрын

    Nice stuff

  • @Vzolko
    @Vzolko Жыл бұрын

    Dear Károly! These channel is amazing! Could you please make a video about solutions where A.I. can produe source code by description please?

  • @DingbatToast
    @DingbatToast Жыл бұрын

    Love these videos. Were it not for you, i would know nothing of the frontiers of graphical simulation 🙏👌

  • @homeyworkey
    @homeyworkey Жыл бұрын

    i know its good to compare with past papers but i never know with your uploads how much of this ISNT recycled content. like im just skipping through the clips now and ive seen all of these clips before... idk...

  • @rdcdt6302
    @rdcdt6302 Жыл бұрын

    For fluid simulation we need a scale because see like this doesn't mean anything because water in a box we don't know if the box is 10cm wide or 100m

  • @karolkornik
    @karolkornik Жыл бұрын

    Wow. This is insanely good.

  • @vedabitsaha
    @vedabitsaha Жыл бұрын

    Thanks for the interesting video! Unfortunately computer graphics algorithms have yet a long way to go to match the accuracy of CFD algorithms. I remember this case where an engineer was doing a parametric design study by changing the angle of a particular part wrt the flow, and while CFD demonstrated a proportional dependence of the pressure drop wrt increasing the angle across the various cases, the computer graphics algorithm could not establish a coherent relationship and was all over the place. The problem with that is that even if the flow does look somewhat realistic, they definitely aren’t good enough for making engineering decisions. I think the existing algorithms are great for making beautiful graphics for various purposes, but significant advances are required for them to represent actual physical processes to offer an alternative for CFD yet, although various ML algorithms seem to be doing a really good job of that.

  • @Ni7ram
    @Ni7ram Жыл бұрын

    congratulations Karoly!

  • @sazci3548
    @sazci3548 Жыл бұрын

    Question: did your designs and simulations crest itself?

  • @alex444000
    @alex444000 Жыл бұрын

    This is the channel that makes me most happy

  • @seyittahirozuolmez1026
    @seyittahirozuolmez1026 Жыл бұрын

    I waited until he said that "what a time to be alive" If he did, it means that a very important development has taken place.We think the same way.

  • @Chris.Davies
    @Chris.Davies Жыл бұрын

    6:28 - If this were cream I might accept it. But milk has the same consistency at water, basically, and I thought the cherries looked a bit too floaty when they went in. 6:40 - Someone did not model a thumb-tack accurately. They are not sharpened that way, nor at they that sharp. Also, thumbtacks are made with the cheapest process, so they always have clear stamping marks on the bottom, and only the top is smooth. I have not tried to float them though. I will try that tomorrow!

  • @user-yt2xv1gs7l
    @user-yt2xv1gs7l Жыл бұрын

    If a more advanced civilization exists, why couldn't we be in one of these simulations ?

  • @acf2802
    @acf2802 Жыл бұрын

    I've already seen all of these on your channel.

  • @BlackStarEOP
    @BlackStarEOP Жыл бұрын

    Just had a flashback to Lagoa Multiphysics 1.0.. that was just over a decade ago... it's unbelievable how much progress has been made. The next generation of consoles will be photorealistic. The 4000 series from Nvidia will pump out a whopping 83 TFLOPS. What a time to be alive.

  • @stevencrawford6503
    @stevencrawford6503 Жыл бұрын

    The world of computing is getting more exciting every other day

  • @techstream1869
    @techstream1869 Жыл бұрын

    I love it every time he says "What a time to be alive"

  • @yingfuzeng9960
    @yingfuzeng9960 Жыл бұрын

    Congrats!!!

  • @GideonCyn
    @GideonCyn Жыл бұрын

    This man speaks at 100 periods per second.

  • @MrBrax
    @MrBrax Жыл бұрын

    Damn, two minutes going over 10 minutes now

  • @islandersean2213
    @islandersean2213 Жыл бұрын

    What software should I learn computer graphics simulation?

  • @anonymous_FoX
    @anonymous_FoX Жыл бұрын

    I love this kind of research it really motivates me and my soul. This is what happens when you all use equations in math and physics to a simulation.

  • @pod9363
    @pod9363 Жыл бұрын

    Ok that's it. Seeing how quickly this tech advanced has convinced me we live in a simulation lol.

  • @penguinista
    @penguinista Жыл бұрын

    Boy, that water simulation technology is going to make video games much more immersive.

  • @ReemX44
    @ReemX44 Жыл бұрын

    It does look remarkable but the surface tension part with the cherries give me matrix metallic vibe and something small is off it looks too perfect

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