AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning] Published 2024-02-23 Download video MP4 360p Recommendations 36:11 AI/ML+Physics Part 2: Curating Training Data [Physics Informed Machine Learning] 47:27 Physics Informed Machine Learning: High Level Overview of AI and ML in Science and Engineering 26:56 Deep Learning to Discover Coordinates for Dynamics: Autoencoders & Physics Informed Machine Learning 48:56 George Karniadakis, BINNS: Biophysics-Informed Neural Networks 34:32 Physics Informed Neural Networks (PINNs) [Physics Informed Machine Learning] 40:08 The Most Important Algorithm in Machine Learning 24:06 Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later! 07:05 How I’d learn ML in 2024 (if I could start over) 20:18 Why Does Diffusion Work Better than Auto-Regression? 55:55 Miles Cranmer - The Next Great Scientific Theory is Hiding Inside a Neural Network (April 3, 2024) 36:30 AI/ML+Physics Part 3: Designing an Architecture [Physics Informed Machine Learning] 1:18:53 George Karniadakis - From PINNs to DeepOnets 1:12:30 Jeff Dean (Google): Exciting Trends in Machine Learning 1:10:36 Physics-Informed Neural Networks (PINNs) - An Introduction - Ben Moseley | Jousef Murad 32:35 AI/ML+Physics Part 5: Employing an Optimization Algorithm [Physics Informed Machine Learning] 1:32:53 ETH Zürich DLSC: Physics-Informed Neural Networks - Applications 22:28 Deep Learning for Turbulence Closure Modeling Similar videos 51:40 A Hands-on Introduction to Physics-informed Machine Learning 1:00:45 Physics-Informed Machine Learning: Blending data and physics for fast predictions 55:00 Jie Bu - Unique Challenges in Physics-informed Machine Learning 07:18 How Well Can DeepMind's AI Learn Physics? ⚛ 49:04 AI for physics & physics for AI 18:23 Physics-Informed Machine Learning Simulator for Wildfire Propagation by Francesco Calisto 48:55 Physics-informed machine learning for geophysical applications 19:09 Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics by Weiqi Ji More results