Finally, A Blazing Fast Fluid Simulator! 🌊

Ғылым және технология

❤️ Check out Weights & Biases and sign up for a free demo here: www.wandb.com/papers
The shown blog post is available here:
www.wandb.com/articles/visual...
📝 The paper "Fast Fluid Simulations with Sparse Volumes on the GPU" and some code samples are available here:
- people.csail.mit.edu/kuiwu/gv...
- www.researchgate.net/publicat...
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Пікірлер: 1 300

  • @Kloxbyn
    @Kloxbyn4 жыл бұрын

    "Dear fellow scholars..." Yep, I'm most definitely a scholar. I spend most of my days scholaring with other scholars at the local scholartorium. I was just saying to my friend earlier today (also a scholar), wouldn't it be great if everyone were scholars? Anyway, great vid. Scholar out!

  • @TwoMinutePapers

    @TwoMinutePapers

    4 жыл бұрын

    👌

  • @guisampaio2008

    @guisampaio2008

    4 жыл бұрын

    XD

  • @sankhyohalder97

    @sankhyohalder97

    4 жыл бұрын

    I went to school! That makes me a scholar right? *Right?* :(

  • @Arovna

    @Arovna

    4 жыл бұрын

    dropped out and do not intend to study again, do I qualify because I'm a curious idiot still ?

  • @Mnnvint

    @Mnnvint

    4 жыл бұрын

    @@sankhyohalder97 Maybe you have to go to a "scholl". That reminds me I've forgotten to do my German exercises today!

  • @bernhardsmuts2265
    @bernhardsmuts22654 жыл бұрын

    "If no one watches them, so be it, I still love doing this"

  • @TwoMinutePapers

    @TwoMinutePapers

    4 жыл бұрын

    You are too kind Bernhard. Thank you so much! 🙏

  • @Goldrusher-ee3jo

    @Goldrusher-ee3jo

    4 жыл бұрын

    Agreed

  • @chasegraham246

    @chasegraham246

    4 жыл бұрын

    Ai breakthroughs grab my attention more often than fluid simulation but little by little, Two Minute Papers has worn me down and now I get excited for those too.

  • @olliveraira6122

    @olliveraira6122

    4 жыл бұрын

    @@TwoMinutePapers So are there any softwares actually using this technique youre talking about then? Very misleading title if you dont actually share where you got all of this from

  • @CTSSTC

    @CTSSTC

    4 жыл бұрын

    594k ** now 3 days later ;D

  • @squareheart7077
    @squareheart70774 жыл бұрын

    1:38 "The first thing you are probably thinking about..." [shows tsunami in minecraft] Me: This man is psychic

  • @hulavux8145

    @hulavux8145

    4 жыл бұрын

    That’s gonna be fun in 2b2t

  • @hulavux8145

    @hulavux8145

    4 жыл бұрын

    Imagine portal with constant tsunami, ohh I’m trembling just thinking about it.

  • @PeterDanielBerg

    @PeterDanielBerg

    4 жыл бұрын

    O C E A N M A N

  • @dandanthedandan7558

    @dandanthedandan7558

    4 жыл бұрын

    *_THE OLDEST ANARCHY SERVER ON MINECRAFT_*

  • @user-bv8qd9nc3u

    @user-bv8qd9nc3u

    4 жыл бұрын

    Shut up, it is a tsunami in Lego.

  • @matthewdeklerk3457
    @matthewdeklerk34574 жыл бұрын

    "If no one watches them, so be it; I still love doing this". That's a fantastic philosophy, and it really shines through in the quality of the work you produce and the clear passion you express for this quite niche field. I don't do CGI or complex maths, but there's something addictive about watching you do what you love. Also the simulations are pretty.

  • @carminemuncher
    @carminemuncher4 жыл бұрын

    what a time to be alive but on another note; those ferrofluid simulations are amazing

  • @TwoMinutePapers

    @TwoMinutePapers

    4 жыл бұрын

    Completely agreed - absolutely incredible work! If you wish to see more, check this out. - kzread.info/dash/bejne/maN4lZihhrnSZ7A.html

  • @carminemuncher

    @carminemuncher

    4 жыл бұрын

    @@TwoMinutePapers thanks! I had a look and wow; the paper and work in that is crazy, great stuff.

  • @cezarcatalin1406

    @cezarcatalin1406

    4 жыл бұрын

    Magnetofluid dynamics are a heck of a thing

  • @estebansingh9411

    @estebansingh9411

    4 жыл бұрын

    Well...THE time to be alive would be when all the physics and AI simulations show are mainstream happening at real time on videogames and such

  • @DamianHallbauer

    @DamianHallbauer

    4 жыл бұрын

    @@estebansingh9411 I've been working on one with powered ragdolls in wind, and water that's part of the game mechanics, not just an effect, for 10 years as an experient, we called Kontrol and updated weekly for a while. Stopped. a few years back because of too few appreciated the challenge of wind effects and physics made it too hard to travel, and we had spent tens of thousands already just so creature didn't walk like a drunk. It's in 2d because we can see inside workings, there are allot of firsts, 3d oceans I predict in 10 to 20 yrs studios will do it more like kontrol does. THings like surfing on wind usign just air drag and friction, were discovered and I never felt greater thrill in my career than to see these things emerge, I tuned and shaped surfboards all night to see how they performed In stead of coding the behaviour, and the custom sparse air model I used is nothing like what can be done with modern pc or phone. I firmly believe all aaa games will use physics for all movement, include air and pressure with balancing robot controllers that can fall. Its a time when playing games will make u better at sports, not worse. I want to add fluids because they are so fascinating, especially vortices. In a year or so I hope to release an android update with vids on my channel. It's rough but playable now somewhat.

  • @OutOfNamesToChoose
    @OutOfNamesToChoose4 жыл бұрын

    I can't wait until some of these techniques materialise into common software

  • @hashemieada4846

    @hashemieada4846

    4 жыл бұрын

    Me too, imagine this in Houdini 🥺

  • @Sophistry0001

    @Sophistry0001

    4 жыл бұрын

    Blender has updated to use particle based fluids but I'm not sure if that means the sim calculates on your GPU like this video talked about. You still need to establish a domain, but it can be "adaptive" and grow or shrink based on what the fluid does.

  • @recklessroges

    @recklessroges

    4 жыл бұрын

    Me too. I've been waiting for a good opensource fluid simulator that I can use for my micro-hydroelectric projects.

  • @nic.h

    @nic.h

    4 жыл бұрын

    @@recklessroges Would love to see this applied to aerodynamics. Wonder if it can be used in a dynamic system, like simulating airflow over a moving propeller and aircraft. Being able to visualize the nuances of the air flow and try different configurations for an aircraft quickly would be great.

  • @AlenHR

    @AlenHR

    4 жыл бұрын

    @@hashemieada4846 there are new sparse solvers in H18.. still no support for sparse gpu sim, tho.. i think they have to redo microsolvers for that to happen..

  • @ftcgaming4651
    @ftcgaming46514 жыл бұрын

    The highschool group project law: have any more than 2 people work on a task and it'll turn into a shitshow

  • @d3ds1r

    @d3ds1r

    4 жыл бұрын

    FTC Gaming tank crews?

  • @no1DdC

    @no1DdC

    3 жыл бұрын

    That's why I did all of the work or basically played slave driver to keep the group in line - only to be labeled a bad team player afterwards. Fun times.

  • @funny-video-YouTube-channel
    @funny-video-YouTube-channel4 жыл бұрын

    Honey fluid was the most realistic one.

  • @Xfrtrex

    @Xfrtrex

    3 жыл бұрын

    @@arsenhere7020 it sayed at the bottom it was slo-mo

  • @jararacavoadora5868

    @jararacavoadora5868

    3 жыл бұрын

    @@arsenhere7020 its written in the bottom that its in slow motion

  • @jararacavoadora5868

    @jararacavoadora5868

    3 жыл бұрын

    31%

  • @jjackandbrian5624

    @jjackandbrian5624

    3 жыл бұрын

    Fluid simulations never look real to me, they always seem like they're happening in slow motion. It may be because there is no frame of reference for how much water i am supposed to be looking at. Like am I looking at 50,000 gallons of water or am i looking at a liter of water.

  • @martin-jt3xl
    @martin-jt3xl4 жыл бұрын

    yoo imagine tsunami simulators now :flushed:

  • @kathoden135

    @kathoden135

    4 жыл бұрын

    Bright future ahead. Imagine a Tsunami AAA game. We are one step closer to simulating the entire earth in all its glory. Even if not 1 to 1

  • @sageofmugen1724

    @sageofmugen1724

    4 жыл бұрын

    @@kathoden135 SAO soon will be avaible in real life xd

  • @AndoniOlea

    @AndoniOlea

    4 жыл бұрын

    @@sageofmugen1724 the problem is not the gameplay or world building; that can be done with some hard work. What is a a problem, is the hardware to play It.

  • @sageofmugen1724

    @sageofmugen1724

    4 жыл бұрын

    @@AndoniOlea xd yes hardware must be run on thousands of Ultra super computer specialized on that game and related with each other through the internet and of course with our VR that can transfert all the information directly into our head through electricity without killing us YEAH that seems impossible But if you go back in time to the 1700 and you tell them that will be a talking bright boxes communicate with each others and you can do....) They will say IMPOSSIBLE so that's the bright side you can't expect what sciences can do in the futur

  • @GewelReal

    @GewelReal

    4 жыл бұрын

    haha, flushed

  • @TwoMinutePapers
    @TwoMinutePapers4 жыл бұрын

    Thank you so much for all the love everyone! 🙏 Our Instagram page is available here with the slowed down post: instagram.com/p/B_5OdwfF_Ur/

  • @kryspy5160
    @kryspy51604 жыл бұрын

    Everyone: Wow, that's so realistic and fast! Me: hehe water go splish

  • @recklessroges

    @recklessroges

    4 жыл бұрын

    I wanted the buildings to not be immovable objects.

  • @TheSincerety

    @TheSincerety

    4 жыл бұрын

    @@recklessroges The Day After Tomorrow

  • @agfd5659

    @agfd5659

    4 жыл бұрын

    @@DATECStudio because Károly said so

  • @adamoutulny2345

    @adamoutulny2345

    4 жыл бұрын

    @@recklessroges said one terrorist long time ago...

  • @fahdbadgaishbackup7005

    @fahdbadgaishbackup7005

    4 жыл бұрын

    NJMProductions go plop

  • @gpliskin
    @gpliskin4 жыл бұрын

    Two Minute Papers: "If you see here, the fluid counter..." Me, who knows absolutely nothing about graphics: "Oh, of course."

  • @WangleLine
    @WangleLine4 жыл бұрын

    I'm holding onto my papers just reading that title

  • @RichConnerGMN
    @RichConnerGMN4 жыл бұрын

    "and runs on your graphics card" well maybe not my graphics card

  • @theRPGmaster

    @theRPGmaster

    4 жыл бұрын

    Buy a RTX 2080 Ti, it will only cost you your soul.

  • @marcd7332

    @marcd7332

    4 жыл бұрын

    theRPGmaster The 2080 is cheap compared to the Rtx 8000 quadro

  • @getsideways7257

    @getsideways7257

    4 жыл бұрын

    @@theRPGmaster Make it 3080 Ti

  • @user-ic5nv8lj9d

    @user-ic5nv8lj9d

    4 жыл бұрын

    @@getsideways7257 😂😂😂😂🤣🤣😂🤣😎😎😎😫😫🙄😣😥😴😌😀🥰😅😅

  • @SuiYo

    @SuiYo

    4 жыл бұрын

    It ran on a Quadro GP100 so you might have a chance I guess..

  • @stuffystuff1661
    @stuffystuff16614 жыл бұрын

    dang I need this paper in blender ASAP

  • @SorogonHD

    @SorogonHD

    4 жыл бұрын

    @LapisSea please do

  • @Janis_P

    @Janis_P

    4 жыл бұрын

    I haven't read the paper, but implementation uses NVIDIA GVDB Voxels, which would be NVIDIA GPU only. In order for something like this to be added to blender it should be compatible with all common GPU's. I'm not sure if you can do sparse grids in like OpenCL. I don't have any experience in GPU programming.

  • @SorogonHD

    @SorogonHD

    4 жыл бұрын

    @LapisSea insert linus torvalds fuck nvidia gif

  • @therawmeatball6883

    @therawmeatball6883

    4 жыл бұрын

    @LapisSea well, I looked around for 2 minutes and the code seems to be open sourece, so no legal problems-yay!

  • @theRPGmaster

    @theRPGmaster

    4 жыл бұрын

    @LapisSea If you actually want to do that, I would like to cooperate on implementing this for Blender. I'm sure it would be way easier with more people involved, and I also have suitable hardware to run tests.

  • @LeoTreefield
    @LeoTreefield4 жыл бұрын

    Two-minute papers: "You fellow Scholars somehow started to love the fluids, [....]" An offbrand-animator researching 'yoghurt physics': *Sips coffee*

  • @hissingfaunaa
    @hissingfaunaa4 жыл бұрын

    "Dear fellow scholars" Me, sitting in my pajamas at 3pm covered in junk food and crumbs: yeah

  • @Contra1828

    @Contra1828

    4 жыл бұрын

    Is there a contradiction in here? I don't see it :)

  • @gottesman007

    @gottesman007

    4 жыл бұрын

    Most people is wearing their pajamas at 3pm while eating some junk food this days... 🤷🏻‍♂️

  • @catharsis222

    @catharsis222

    3 жыл бұрын

    ...

  • @generalfishcake
    @generalfishcake4 жыл бұрын

    Imagine HL Alyx, but with a shower simulator. *Valve stock goes through the roof.*

  • @taka4059

    @taka4059

    4 жыл бұрын

    Just wait for the modding tools for your dreams to come true.

  • @nixel1324

    @nixel1324

    4 жыл бұрын

    Now I'm just imagining Alyx standing under an Aperture Science Cleansing Gel Tube from Portal 2.

  • @GewelReal

    @GewelReal

    4 жыл бұрын

    Where do I sign up?

  • @chasegraham246

    @chasegraham246

    4 жыл бұрын

    I hate to be that guy but isn't Valve a private company?

  • @GewelReal

    @GewelReal

    4 жыл бұрын

    @@chasegraham246 yes. Why are you asking?

  • @TheGodOfBlocks
    @TheGodOfBlocks4 жыл бұрын

    Please, please keep doing these videos. I love it whenever I see a new Two Minute Papers video in my sub box. I'm by no means a materials engineer or computer scientist, so your excellent, concise explanations of these topics makes it possible for hobbyist-level computer enthusiasts like me to stay up to date with cutting-edge physics simulation. Thank you for your work!

  • @toothbrushgod
    @toothbrushgod4 жыл бұрын

    1:37 imagine if there was realstic flowing water in minecraft... that would be so weird.

  • @Guztav1337

    @Guztav1337

    4 жыл бұрын

    *Mining* _Oh fuck here comes_ It would be hardcore x5

  • @Danuxsy

    @Danuxsy

    4 жыл бұрын

    Coming Soon.

  • @thegiantgaming7592

    @thegiantgaming7592

    4 жыл бұрын

    Need this in GTA 6

  • @dandanthedandan7558

    @dandanthedandan7558

    4 жыл бұрын

    That would arguably ruin part of the game since a lot of builds would be ruined since water sources will no longer be a thing

  • @vanskis7618

    @vanskis7618

    4 жыл бұрын

    Ikr, terraria already has this, why not minecraft xD

  • @Shaostoul
    @Shaostoul4 жыл бұрын

    I love your videos! Been watching for quite a while now. I love how short and to the point the videos are, they make it much easier to digest the complex information being discussed. Keep up the great work!

  • @lythd
    @lythd4 жыл бұрын

    I've never understood how the graphics card was able to perform different types of tasks faster than a cpu. I finally get it now thanks!

  • @programaths

    @programaths

    4 жыл бұрын

    Look at pixel shaders and how they are processed! A lot of people have trouble writing pixel shader because they think about the big picture too much. The thing is that your pixel shader will receive one "pixel" coordinate and his job is to say what to do with that pixel. So, if you want to draw a circle, you should not think about "how can I draw a circle", but, how can I know that the point is in the circle so I can color it. Then the graphic card will run multiple copies of your shader with different coordinates as input. Now, imagine you have a list of numbers you want to double. You feed your shader with a picture that is the list, the shader will run in parallel and the picture you get back is actually your list mapped with "x -> 2x". Where graphic card sucks, it when they have to iterate. The CPU is just much faster to do iterations! But with some trickery, you can transform iterative task into parallel one. One example is sum of n first integer or Fibonacci series. They both have a formula giving you the n-th ellement without iterating! Another interesting watch is raytracing shaders. 'The Art of Code" is a good channel for that: kzread.info/dash/bejne/nWWqzqabmMuWp9Y.html

  • @williammanning5066

    @williammanning5066

    Жыл бұрын

    Think of the graphics card as a massive mapping operation. It can map millions of inputs to millions of outputs easily. That could mean shading pixels, placing vertices, simulating water drops, or whatever. Then if you want to get *really* advanced, the GPU actually executes these mapping operations in groups, and individual threads within a group can talk to each other and coordinate. There are some really clever algorithms which take advantage of this grouping.

  • @theclockworkcadaver7025
    @theclockworkcadaver70254 жыл бұрын

    I absolutely love these videos! You're clearly genuinely excited by the progress made in the fluid simulation field, and it's a subject I'm really interested in too. Your explanation of the drawbacks of computational parallelism was intuitive and accessible. Keep doing what you're doing! You've got 1m in your channel's future

  • @coreycraig9286
    @coreycraig92864 жыл бұрын

    Love watching fluid simulations. Thanks for doing the work to get these videos up. It IS appreciated.

  • @exosproudmamabear558
    @exosproudmamabear5584 жыл бұрын

    We love your videos a lot. I click it as soon as possible. It is really a treat to know new technologies about simulations and Ai

  • @dinoschachten
    @dinoschachten4 жыл бұрын

    Woooooow! I'm facing that problem exactly right now: I'm working on a simulation of an aircraft splashing down into water, and given the speed of the aircraft and the splash in all directions, the domain is huuuuge. At any vaguely reasonable resolution that means 32 GB of RAM fill up long before the first frame is calculated, the software freezes and no patience in the world will let the simulation finish... so this is gold!!

  • @spodetheman9599
    @spodetheman95994 жыл бұрын

    I'm very thankful for this channel as it allows me to keep up to date on technological progress.

  • @KKovacsUSN
    @KKovacsUSN4 жыл бұрын

    its always a good feeling when people love your fluids.

  • @vulpritprooze
    @vulpritprooze4 жыл бұрын

    Soon enough, we'll have processors fast enough to simulate the real world to tackle down different types of global issues. What a time to be alive indeed to witness such amazing physics!

  • @martiddy

    @martiddy

    4 жыл бұрын

    Scientists already use simulations to tackle down global issues (like weather prediction, geological simulations, etc). The only difference is that this method will be a lot faster than current implemented methods for simulations.

  • @DrDinkle

    @DrDinkle

    4 жыл бұрын

    I dont think our processing power is that problematic. I think the problem in the real world is information. You can make a scenario on a computer but the more temperature readings we have in the real world the better we can make the simulation if you're looking at weather. Also wind samples and humidity samples would be required too etc. The problem is we cant see every single particle of air. We have samples spread out over miles between stations. If we could fill the air with sensors, we could get more and more accurate reading because we would have that information of everything going on. So unless we know all the information about a natural real world system, Our simulation's accuracy will vary. I mean theres probably inefficiencies in building simulation variables but lack of information is the issue, right?

  • @Engineering_stig

    @Engineering_stig

    4 жыл бұрын

    @@DrDinkle it's not necessarily lack of information but more of how the complexity of the problem evolves for computing. If you're serious about finding the answer to your question look into asymptotic analysis (big O, big omega, and big theta). Also look into P vs NP problems. None of this has to do with fluid sim btw.

  • @vulpritprooze

    @vulpritprooze

    4 жыл бұрын

    It's probably both but without the right processors, no one or only few would try to attempt and study the information required. With more powerful processors, comes more demand in powerful ways to use it.

  • @oofig

    @oofig

    4 жыл бұрын

    Thanks to ryzen !

  • @skwishydude
    @skwishydude4 жыл бұрын

    every time i hear the word real time i think of Dennis Gustafsson who’s making a voxel based destruction game. it’d be really cool to see more games that utilize voxel based physics

  • @ali32bit42

    @ali32bit42

    4 жыл бұрын

    Sadly it wont support current realistic 3d graphics techniques as you will now need data for the inside of the object. and that will make game creation mega expensive.

  • @theRPGmaster

    @theRPGmaster

    4 жыл бұрын

    @@ali32bit42 Take a look at UE's Chaos physics engine, lots of potential. And I can't wait until it's production-ready. I'll use it for sure.

  • @ali32bit42

    @ali32bit42

    4 жыл бұрын

    @@theRPGmaster i have seen it. problem is fully destructeble environments break level design methods in most video games. and its already very expensive to model the outside of in game props now imagine having to model the inside of millions of props as well. this tech has existed since early 2000s but most devs dont use it because they cant design cool game concepts around it. why would anyone solve a puzzle when they can just break the door ?

  • @awee1234

    @awee1234

    4 жыл бұрын

    @@ali32bit42 have one of the next major npcs say: "I heard you came in here by breaking our door. This will not work. Go find another job or I will call the police." But yeah I see what your point is. It might really take some further steps for level design to catch up with these techniques. Either with AI that supports the level design or just with new creative game concepts.

  • @skwishydude

    @skwishydude

    4 жыл бұрын

    @@ali32bit42 Destruction (even if just prefabricated destruction) is always cool in action/shooter games, and really builds immersion. I bet in the next 5 years technology would progress enough so we could use voxel based physics in a whole lot more games since optimization and hardware is progressing super fast. It won't work in all games, but that's alright. We've been making story based puzzle games forever and I don't think that'll change just because of voxel based destruction (or destruction in general)

  • @Speak_Out_and_Remove_All_Doubt
    @Speak_Out_and_Remove_All_Doubt4 жыл бұрын

    That cake from 2017 looked amazing, when a simulation makes you really hungry you know it's nailing the realism!

  • @link99912
    @link999124 жыл бұрын

    Hey Dr., the videos on soft-body and fluid simulations are some of my favorite. Thank you as always for the awesome video!

  • @typistkid9012
    @typistkid90124 жыл бұрын

    'You fellow scholars, have started to love the fluids' hmm...

  • @Volt64bolt
    @Volt64bolt4 жыл бұрын

    Can’t wait till this comes to blender

  • @earychow839

    @earychow839

    4 жыл бұрын

    Have you heard of the "taichi elements" addon that is currently under development? I would say the "taichi" thing sounds pretty similar to this. Here is a link to a video about Taichi: kzread.info/dash/bejne/qX-rmq6GdpaqmtI.html also the github page for taichi elements addon: github.com/taichi-dev/taichi_elements

  • @sharantheboss2957

    @sharantheboss2957

    4 жыл бұрын

    you might as well take your blender license and blend it up in a real blender

  • @zade6828

    @zade6828

    4 жыл бұрын

    @@sharantheboss2957 haha what

  • @animationspace8550

    @animationspace8550

    3 жыл бұрын

    That mantaflow bro...

  • @slutmonke
    @slutmonke4 жыл бұрын

    Love to see all the different kinds of things you post. For me the excitement comes from how it inspires my imagination for what I may be able to see done in real time just a few years down the road in the many video games I play. Keep up the great work!

  • @carbonsinatrenchcoat
    @carbonsinatrenchcoat4 жыл бұрын

    We should be the ones thanking you! Thank you for exposing these game-changer innovations for us in an accessible and fun manner! I'm so excited for the future of fluid sim, and I'm so grateful for people like you, who are contributing to the spread of this information and helping move the tech industry foward!

  • @generalfishcake
    @generalfishcake4 жыл бұрын

    Holy crap, imagine Splatoon using this.

  • @sentinelnox6894

    @sentinelnox6894

    4 жыл бұрын

    Splatoon's 'simulation' is already 100x faster than this, and has little need for this level of accuracy. At seconds per frame, this is not a realtime technique. Games like Splatoon or the goo from Portal 2 opt for a 'good enough' technique that is blazing fast, but only kindof sortof accurate. This is mainly a technique for rendering accurate, large-scale simulations in days instead of months. That said, games with this level of detail would be amazing! I believe that pseudo-accurate realtime (

  • @generalfishcake

    @generalfishcake

    4 жыл бұрын

    @@sentinelnox6894 I was talking about new game mechanics - paint spilling from pools, containers, or high-viscosity paint slowly flowing like honey. It's slower for sure, but that's what optimization and hardware is for. It would absolutely add a lot to the gameplay.

  • @karamboubou8579
    @karamboubou85794 жыл бұрын

    last time i was this early i started a fluid simulation with an old method, its still not done yet.

  • @coxsj
    @coxsj4 жыл бұрын

    You rock! I'm not in this field. Your descriptions are brilliant, making the subject quite accessible for me. Thanks!!

  • @InbarMarmel
    @InbarMarmel4 жыл бұрын

    Thank you for making videos! I'm a film student and know nothing about computer science, but I love watching them and seeing what the frontier of simulations is like!

  • @josephstalin7668
    @josephstalin76684 жыл бұрын

    Nobody: 3d Porn artists: *It's free real estate*

  • @yomumma7803

    @yomumma7803

    4 жыл бұрын

    ohh yees, that's where the money's at!

  • @literallyDH

    @literallyDH

    3 жыл бұрын

    Oh god

  • @jaromor8808

    @jaromor8808

    3 жыл бұрын

    Nobody: understands the nobody meme

  • @SkylorBeck

    @SkylorBeck

    3 жыл бұрын

    Yeah I'm pretty sure that I've seen this paper put to... Ahem... Practice.

  • @JLMoriart
    @JLMoriart4 жыл бұрын

    2 Minute Papers, AKA simulation porn xD (Something something dirty joke about fluids?)

  • @nicolaipulley4398

    @nicolaipulley4398

    4 жыл бұрын

    Hey, I caught you here!

  • @Megalomaniakaal

    @Megalomaniakaal

    4 жыл бұрын

    2 Researchers one cup. Sorry, I'll see myself right out.

  • @nicolaipulley4398

    @nicolaipulley4398

    4 жыл бұрын

    @@Megalomaniakaal What combinations of words have I just read with my two holy eyes?

  • @carrotbluecheese5607

    @carrotbluecheese5607

    4 жыл бұрын

    Sam Pulley yo this guy has holy eyes

  • @errorlooo8124

    @errorlooo8124

    4 жыл бұрын

    @@Megalomaniakaal Ah yeah that would be a really interesting 'fluid" simulation.

  • @loscienzo
    @loscienzo4 жыл бұрын

    I've been enjoying watching your older videos from time to time, now that you reminded me about them I'm going to do it more :) Thanks for keeping this up through the years, you deserve the popularity!

  • @maciej1933
    @maciej19334 жыл бұрын

    20 years ago, long before YT, I used to play with fluid simulators in 3d studio. for me it was the most gratifying and oddly satisfying experience at the time even at the price of days of compute to get 20-30sec of water waves splashing around. these days I’m more into robotics and AI but I still watch this channel for news on simulations and I still love it even if it’s not my field anymore. great work anyway, please keep it up!

  • @dec13666
    @dec136664 жыл бұрын

    "You Fellow Scholars somehow started to love the fluids, and I am delighted to see that". *LADIES* -Hackerman.

  • @jaiv
    @jaiv4 жыл бұрын

    who doesnt love fluid sims

  • @asentientrobot3286

    @asentientrobot3286

    4 жыл бұрын

    They're scary to me.

  • @MikeFlex
    @MikeFlex4 жыл бұрын

    Thank you for providing such an invaluable public service with these videos!

  • @brunolevy6467
    @brunolevy64673 жыл бұрын

    Thank you for this sustained fantastic work over the years, and for your enthusiasm !

  • @spliceosome
    @spliceosome4 жыл бұрын

    When you say "finally" I imagined it would be a paper that just came out, not from 2018.

  • @jacanchaplais8083

    @jacanchaplais8083

    4 жыл бұрын

    I know - haha. And nearly 8 minutes long. FALSE ADVERTISING 😅 Still great, though.

  • @AtlasReburdened

    @AtlasReburdened

    4 жыл бұрын

    @@jacanchaplais8083 You should ask for a refund, or pay 4 times as much. Same same.

  • @decodedbunny101
    @decodedbunny1014 жыл бұрын

    “Dear fellow scholars” Me a high schooler: 😐

  • @mohammadfahrurrozy8082

    @mohammadfahrurrozy8082

    4 жыл бұрын

    Soon 😁

  • @Zezlo145

    @Zezlo145

    4 жыл бұрын

    A high scholar*

  • @APumpkinHobo

    @APumpkinHobo

    4 жыл бұрын

    Me, an 8th grader: : |

  • @decodedbunny101

    @decodedbunny101

    4 жыл бұрын

    Katskull I’m 8 too

  • @APumpkinHobo

    @APumpkinHobo

    4 жыл бұрын

    @@decodedbunny101 8th grade is not being 8, buddy.

  • @_Sonato
    @_Sonato4 жыл бұрын

    I love your videos man, I hope you continue to do more. This stuff is mindblowing to me

  • @FrankEOfficial
    @FrankEOfficial4 жыл бұрын

    Stunning work! I enjoy these 2 min papers a lot! Great videos keep it up! What a time to be alive :)

  • @wisdom-for-all
    @wisdom-for-all4 жыл бұрын

    If I have the choice, I will choose to spend all my 9 lives working on science & technology 🖖

  • @astolfo5195

    @astolfo5195

    4 жыл бұрын

    Who wouldn't?

  • @doppled

    @doppled

    4 жыл бұрын

    @Toufiq Imrose anti vaxxers are speedrunning their 9 lives

  • @mohamedbelafdal6362
    @mohamedbelafdal63624 жыл бұрын

    can't wait to see the impact on biology research

  • @auxencefromont1989

    @auxencefromont1989

    4 жыл бұрын

    None. You could already achieve these result (it was just 20x longer) the real impact will be on video games

  • @rosemurphy8026

    @rosemurphy8026

    4 жыл бұрын

    @@auxencefromont1989 to say it will have no impact is a little harsh, being able to simulate fluid faster means you can change variables and re-render more so while i dont know much about biology personally, being able to run more varied simulations has to be beneficial, also anything that improves gaming improves training for example as vr improves we might get to the point where surgeons are able to simulate a surgery and run through it 100s of times in a day before performing that surgery, im sure you can see how that could be beneficial

  • @Elrog3

    @Elrog3

    4 жыл бұрын

    @@auxencefromont1989 Video games already use the graphics card.. Nothing new here to help video games.

  • @jorgebaescaetano5416
    @jorgebaescaetano54164 жыл бұрын

    This series is all for me. I love fluid dynamics and love to see science as you show up on your videos

  • @Tuberex
    @Tuberex4 жыл бұрын

    but can it run on my computer

  • @exosproudmamabear558

    @exosproudmamabear558

    4 жыл бұрын

    That's the whole idea of this video unless your pc is a potato ,like me.

  • @martiddy

    @martiddy

    4 жыл бұрын

    Depends on the gpu you have.

  • @warpzone8421
    @warpzone84214 жыл бұрын

    4:34 "At the risk of oversimplifying this situation..." Dude. You lost me at coffee in 30 seconds.

  • @GabrielWehrle
    @GabrielWehrle4 жыл бұрын

    I love watching these videos! They are extremely interesting. You do an awesome job at summarizing each paper in an easy to understand way

  • @InnoSang
    @InnoSang4 жыл бұрын

    watching all these videos of yours are such an inspiration for me to continue working on learning A.I, neural networks, and deep learning, please continue making us dream !

  • @theodoreyd
    @theodoreyd4 жыл бұрын

    Do you say a new unique instance of “what a time to be alive” or do you use the same recording?

  • @Incommensurabilities

    @Incommensurabilities

    4 жыл бұрын

    Theodore Yamada-Dessert maybe he uses a stream deck. Also “hold on to your papers...” could be on it :D

  • @redandpigradioshows
    @redandpigradioshows4 жыл бұрын

    Well, ofcourse we like fluids. After all we get all of our oxygen from a fluid

  • @esnatzea
    @esnatzea4 жыл бұрын

    Your videos are awesome, I love to see the fluid simulations you make and to hear your comments about it!

  • @christiaanventer8183
    @christiaanventer81834 жыл бұрын

    Knowing this paper exists, and slowly learning water sims at the same time is throwing me for a loop because I now know there's a faster way to do what I still don't know how to do!

  • @Chyrre
    @Chyrre4 жыл бұрын

    Scholars: Let's run graphics on a graphics card! Me: ....

  • @chatparesseux
    @chatparesseux4 жыл бұрын

    Chemical engineer here, I have worked with grid simulations of fluids... I had always thought nobody liked these subjects, until I saw your channel. Honestly I have to look at that paper but hearing an extended abstract in a comfortable youtube video is priceless

  • @Sclark2006
    @Sclark20064 жыл бұрын

    What a delight of video. Thank you!

  • @georgeaustin7805
    @georgeaustin78054 жыл бұрын

    They are fantastic mate. Keep up the great work. These advances amaze me as much as you and its always something I have in mind to come back later in life when this is possible in real time to add to my game :D Such an incredible resource of amazing stuff!

  • @annekedebruyn7797
    @annekedebruyn77974 жыл бұрын

    Fluids are getting so much love the past few years and a lot of the papers feature open source software too. Great stuff.

  • @RobertTempleton64
    @RobertTempleton644 жыл бұрын

    My scholarly contribution: Some time back in the early 2000s I did a Cinema 4D plugin that used just the CPU cores (multiprocessing) and it was able to put up to 2,000,000 (simplish) polygonal objects over another object in about real-time, parametrically. As noted in the video: independence of parallel processes is *key*. They did not have GPU core support in their API at the time so I can only envision how much more could have been done. As I am now diving 'deep' into Machine Learning, I find your videos extremely informative and worthwhile. Many Thanks!!!

  • @maxsteeep
    @maxsteeep4 жыл бұрын

    Brilliant videos, endless gratitude for your hard work!

  • @c64cosmin
    @c64cosmin4 жыл бұрын

    Fluid dynamics & simulation papers are the reason I started enjoying your show. As always great presentation, thank you very much!

  • @acidsmokemachine5873
    @acidsmokemachine58733 жыл бұрын

    Appreciate the effort and time taken man, thank you!

  • @marthinus.x
    @marthinus.x4 жыл бұрын

    Thank you for these wonderful videos!

  • @shibi6939
    @shibi69393 жыл бұрын

    thanks for all the work youve done!

  • @fungussa
    @fungussa4 жыл бұрын

    Superb work, thank you!

  • @trymbruset3868
    @trymbruset38684 жыл бұрын

    I absolutely love the work you put into these videos and this channel. The fluid simulation videos are my favorites after the simulated biomechanical movement ones. I have a dormant dream of one day implementing some of these techniques in an interactive VR environment, and seeing the scales tipping from seconds per frame, to frames per second is simply delightful! Imagine what we will get to see over the next few years.

  • @SanneBerkhuizen
    @SanneBerkhuizen4 жыл бұрын

    I love all your videos. For me it's a look into the future of game development. And also a very enjoyable to watch and listen to. Your voice is remarkable and some people may not like the way you formulate your speech, but I think it's just fine, and I enjoy listening. So as always, thanks and indeed what a time to be alive!

  • @shubhamartist2001
    @shubhamartist2001 Жыл бұрын

    I really Appreciate your Handwork

  • @JamesPound
    @JamesPound4 жыл бұрын

    I have always found fluid simulations fascinating, since my early days watching old NVIDIA demos or the PS3 tech demos.

  • @games528
    @games5284 жыл бұрын

    I know absolutely nothing about programming or computer science and have no interest in learning, but I still watch every one of your videos.

  • @ah64Dcoming4U
    @ah64Dcoming4U3 жыл бұрын

    i love watching these. thankyou!

  • @SaurabhYadav-cn6wd
    @SaurabhYadav-cn6wd4 жыл бұрын

    Sir, You are just amazing... So are your videos.. I watch each and every of these videos. I really appreciate the time and effort you put in making these amazing videos, these videos encouraged me to advance my interest in computer vision and fluid simulation. Once again amazing work and thankyou so much for the videos.

  • @Taterzz
    @Taterzz4 жыл бұрын

    thank you for posting these, and thanks to the algorithm from showing them to me. i'm not really hardcore into these simulations as you are, but the high order of calculations fascinate me.

  • @joshuahaewardii8540
    @joshuahaewardii85404 жыл бұрын

    I wish I could love this brutally authentic and vulnerable video.

  • @joneo304
    @joneo3044 жыл бұрын

    Love the videos and passion behind them!

  • @BlueEmb3r
    @BlueEmb3r4 жыл бұрын

    I do enjoy watching these fluids videos!! Thanks for sharing this papers with us, mate :)

  • @nurluskilevi8585
    @nurluskilevi85853 жыл бұрын

    Honestly, you make the content interesting enough that even those who are not scholars, and do not have a good understanding of the mathematics and content, can understand and it makes it so lovely!

  • @TwoMinutePapers

    @TwoMinutePapers

    3 жыл бұрын

    You are too kind. Thank you so much! 🙏

  • @vlaamscherp
    @vlaamscherp4 жыл бұрын

    Truly astonishing how fast the technology curve is bending!

  • @maatobraggol
    @maatobraggol4 жыл бұрын

    Oh geez! Thanks for making these, I have been really enjoying them and that was such a nice thing to say to us viewers. I love you man! =D

  • @duxtorm
    @duxtorm4 жыл бұрын

    I am DEFINITELY enjoying watching these! ^ ^

  • @FritzNeikenheim
    @FritzNeikenheim4 жыл бұрын

    I didn't understand that much of your explanation but waawww I didn't know it was even possible. These simulations are incredible and fascinating!! Thanks for sharing

  • @user-tu3it5ct1z
    @user-tu3it5ct1z3 жыл бұрын

    i am actually really really new to programing but i love these videos and you can learn a LOT from them

  • @Maxjoker98
    @Maxjoker984 жыл бұрын

    This is beautiful, and informative. Please keep making them!

  • @Sawta
    @Sawta3 жыл бұрын

    Incredible video! I can't pretend I understand most of what was discussed, but it's incredibly fascinating!

  • @boltstrikes429
    @boltstrikes4294 жыл бұрын

    I'm surprised people don't like the fluid simulation videos. They're some of the most interesting stuff you put out on this channel, IMO.

  • @bboyshine13
    @bboyshine134 жыл бұрын

    Thank you for loving what you're doing!

  • @wombatsupreme5996
    @wombatsupreme59964 жыл бұрын

    I love every single video! Thank you so much!!

  • @qwertyrewtywyterty
    @qwertyrewtywyterty4 жыл бұрын

    Of course we love to watch these kind of videos, i think not only computer science but every papers should have a video included to explain how it works and motivate people.

  • @alexmarquesfernandez
    @alexmarquesfernandez4 жыл бұрын

    I feel like i've watched the entire video without listening a single word, just looking at this super relaxng background videos.

  • @gentsimps9067
    @gentsimps90674 жыл бұрын

    So happy you've continued despite the original low viewers. Keep up the amazing videos.

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