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Two Minute Papers · 发布于 2017年1月8日
The paper "Accelerating Eulerian Fluid Simulation With Convolutional Networks" and its source code is available here: http://cims.nyu.edu/~schlacht/CNNFluids.htm https://users.cg.tuwien.ac.at/zsolnai/accelerating-eulerian-fluid-simulation-convolutional-networks/ https://github.com/google/FluidNet The mentioned previous work has used an SPH-based Lagrangian simulation, performed the regression with regression forests, and the process also has included a fair amount of feature engineering. It is an excellent piece of work by the name "Data-driven Fluid Simulations using Regression Forests" and is a highly recommended read: https://www.inf.ethz.ch/personal/ladickyl/fluid_sigasia15.pdf https://www.youtube.com/watch?v=kGB7Wd9CudA Video credits: Surface-Only Liquids - https://www.youtube.com/watch?v=-rf_MDh-FiE&list=PLujxSBD-JXgnnd16wIjedAcvfQcLw0IJI&index=6 Schrödinger's Smoke - https://www.youtube.com/watch?v=heY2gfXSHBo&list=PLujxSBD-JXgnnd16wIjedAcvfQcLw0IJI&index=5 Thumbnail image background credit: https://pixabay.com/photo-889131/ WE WOULD LIKE TO THANK OUR GENEROUS PATREON SUPPORTERS WHO MAKE TWO MINUTE PAPERS POSSIBLE: Sunil Kim, Daniel John Benton, Dave Rushton-Smith, Benjamin Kang. https://www.patreon.com/TwoMinutePapers Subscribe if you would like to see more of these! - http://www.youtube.com/subscription_center?add_user=keeroyz Music: Dat Groove by Audionautix is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) Artist: http://audionautix.com/ Splash screen/thumbnail design: Felícia Fehér - http://felicia.hu Károly Zsolnai-Fehér's links: Facebook → https://www.facebook.com/TwoMinutePapers/ Twitter → https://twitter.com/karoly_zsolnai Web → https://cg.tuwien.ac.at/~zsolnai/
