Simulating Bursting Soap Bubbles! 🧼
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Simulating Bursting Soap Bubbles! 🧼

Two Minute Papers 10.08.2021 72 709 просмотров 5 114 лайков

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❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "Thin-Film Smoothed Particle Hydrodynamics Fluid" is available here: https://arxiv.org/abs/2105.07656 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Aleksandr Mashrabov, Alex Haro, Andrew Melnychuk, Angelos Evripiotis, Benji Rabhan, Bryan Learn, Christian Ahlin, Eric Haddad, Eric Martel, Gordon Child, Ivo Galic, Jace O'Brien, Javier Bustamante, John Le, Jonas, Kenneth Davis, Klaus Busse, Lorin Atzberger, Lukas Biewald, Matthew Allen Fisher, Mark Oates, Michael Albrecht, Nikhil Velpanur, Owen Campbell-Moore, Owen Skarpness, Ramsey Elbasheer, Steef, Taras Bobrovytsky, Thomas Krcmar, Timothy Sum Hon Mun, Torsten Reil, Tybie Fitzhugh, Ueli Gallizzi. If you wish to appear here or pick up other perks, click here: https://www.patreon.com/TwoMinutePapers Or join us here: https://www.youtube.com/user/keeroyz/join Thumbnail background image credit: https://pixabay.com/images/id-801835/ Meet and discuss your ideas with other Fellow Scholars on the Two Minute Papers Discord: https://discordapp.com/invite/hbcTJu2 Károly Zsolnai-Fehér's links: Instagram: https://www.instagram.com/twominutepapers/ Twitter: https://twitter.com/twominutepapers Web: https://cg.tuwien.ac.at/~zsolnai/

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Dear Fellow Scholars, this is Two Minute Papers with Dr. Károly Zsolnai-Fehér. Today we are going to simulate these absolutely beautiful thin film structures.

Droplet Marangoni Effect

You see, computer graphics researchers have been writing physics simulation programs for decades now, and the pace of progress in this research area is absolutely stunning.

Half Bubble

Here are three examples of where we are at the moment. One, this work was able to create a breathtaking honey coiling simulation. I find it absolutely amazing that through the power of computer graphics research, all this was possible four years ago. And the realistic simulation works just kept coming in. This work appeared just one year ago and could simulate not only a piece of viscous fluid, but, also deal with glugging and coalescing bubbles. And three, this particular one is blazing fast. So much so that it can simulate this dam break scene in about 5 frames per second, not seconds per frame, while it can run this water drop scene with about 7 frames per second. Remember, this simulates quantities like the velocity, pressure, and more for several million particles this quickly. Very impressive. So, are we done here? Is there anything else left to be done in fluid simulation research? Well, hold on to your papers, and check this out. This new paper can simulate thin-film phenomena. What does that mean? Four things. First, here is a beautiful oscillating soap bubble.

Bubble Oscillation (2x)

Yes, its color varies as a function of the evolving film thickness. But that’s not all. Let’s poke it, and then…did you see that? It can even simulate it bursting into tiny, sparkly droplets. Phew. One more time. Loving it. Second, it can simulate one of my favorites, the Rayleigh-Taylor instability. The upper half of the thin film has a larger density, while the lower half carries a larger volume. Essentially, this is the phenomenon when two fluids of different densities meet. And what is the result? Turbulence. First, the interface between the two is well defined, but over time, it slowly disintegrates into this beautiful swirly pattern. Oh yeah…oh yeah! Look! And it just keeps on going and going. Third, ah yes, the catenoid experiment. What is that? This is a surface tension-driven deformation experiment, where the film is trying to shrink as we move the two rims away from each other, forming this catenoid surface. Of course, we won’t stop there, what happens when we keep moving them away? What do you do think? Please stop the video and let me know in the comments below. I’ll wait. A little. Thank you! Now then, the membrane keeps shrinking, until…yes, it finally collapses into a small droplet. The authors also went the extra mile and did the most difficult thing for any physics simulation paper…comparing the results to reality. So, is this just good enough to fool the untrained human eye, or is this the real deal? Well, look at this, this is an actual photograph of the catenoid experiment. And this is the simulation. Dear Fellow Scholars, that is a clean simulation right there. And, fourth, a thin film within a square subjected to a gravitational pull that is changing over

Square (Rotating Gravity)

time. And the result is more swirly patterns. So how quickly can we perform all this? Disregard the FPS, this is the inverse of the time step size, and is mainly information for fellow researchers. For now, gaze upon the time per frame column, and, my goodness. This is blazing fast too! It takes less than a second per frame for the catenoid experiment, this is one of the cheaper ones. And all this on a laptop! Wow! Now, the most expensive experiment in this paper was the Rayleigh-Taylor instability, this took about 13 seconds per frame. This is not bad at all, we can get a proper simulation of this quality within an hour or so. However, note that the authors used a big honking machine to compute this scene. And remember, this paper is not about optimization, but it is about making the impossible possible. And it is doing all that, swiftly. Huge congratulations to the authors! What time to be alive! Thanks for watching and for your generous support, and I'll see you next time!

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