Nathan Kutz - The Dynamic Mode Decomposition - A Data-Driven Algorithm Published 2023-11-24 Download video MP4 360p Recommendations 44:17 Cristian Axenie - Physics-informed Machine Learning for Robust Pedestrian Detection 26:57 The most beautiful equation in math, explained visually [Euler’s Formula] 16:34 The Spectral Proper Orthogonal Decomposition 43:29 Dynamic Mode Decomposition (Theory) 1:12:52 Nathan Kutz:"Data-driven Discovery of Governing Physical Laws" 32:29 mrdmd summary kutz 18:18 Dynamic Mode Decomposition (Overview) 1:09:56 Data Driven Discovery of Dynamical Systems and PDEs 57:24 Terence Tao at IMO 2024: AI and Mathematics 24:07 AI can't cross this line and we don't know why. 30:35 Compressed Sensing and Dynamic Mode Decomposition 26:24 The Key Equation Behind Probability 1:00:22 Nathan Kutz: The Future of Governing Equations 53:40 Physics-Informed Dynamic Mode Decomposition (piDMD) 50:05 Koopman Theory + Embeddings 08:15 Dynamic Mode Decomposition (Code) 13:00 How AI Discovered a Faster Matrix Multiplication Algorithm 21:04 Kernel Learning for Robust Dynamic Mode Decomposition 40:08 The Most Important Algorithm in Machine Learning Similar videos 56:40 USNCCM16 Plenary: J. Nathan Kutz 23:42 Physics-Informed Dynamic Mode Decomposition (PI-DMD) 03:53 Bilinear dynamic mode decomposition for quantum control 45:38 Data-driven model discovery: Targeted use of deep neural networks for physics and engineering 53:35 J. Nathan Kutz (University of Washington): Data-driven model discovery and physics-informed learning 57:24 Residual Dynamic Mode Decomposition: Rigorous Data-Driven Computation of Spectral Properties... 52:10 J. Nathan Kutz: "Coordinates, governing equations and limits of model discovery" 40:24 Nathan Kutz, University of Washington More results