Steve Brunton - Machine Learning for Scientific Discovery, with Examples in Fluid Mechanics Published 2023-01-24 Download video MP4 360p Recommendations 1:02:58 Kyunghyun Cho - Lab-in-the-loop de novo antibody design - what are we missing from machine learning? 47:27 Physics Informed Machine Learning: High Level Overview of AI and ML in Science and Engineering 1:12:03 Steve Brunton: "Introduction to Fluid Mechanics" 24:06 Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later! 43:27 AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning] 20:52 Machine Learning for Fluid Dynamics: Patterns 1:17:38 Steve Brunton: "Dynamical Systems (Part 1/2)" 39:14 Machine Learning for Computational Fluid Dynamics 45:38 Data-driven model discovery: Targeted use of deep neural networks for physics and engineering 21:44 The weirdest paradox in statistics (and machine learning) 13:48 A Machine Learning Primer: How to Build an ML Model 26:56 Deep Learning to Discover Coordinates for Dynamics: Autoencoders & Physics Informed Machine Learning 33:00 Fluid dynamics feels natural once you start with quantum mechanics 30:09 Machine Learning for Fluid Mechanics 59:48 [1hr Talk] Intro to Large Language Models 17:53 The Anatomy of a Dynamical System 29:59 What Is Turbulence? Turbulent Fluid Dynamics are Everywhere 1:00:32 An Introduction to System Dynamics by George Richardson 12:17 PySINDy: A Python Library for Model Discovery 21:03 Navier-Stokes Equations - Numberphile Similar videos 59:55 Machine learning for scientific discovery with examples in fluid mechanics | AI for Good Webinar 36:11 AI/ML+Physics Part 2: Curating Training Data [Physics Informed Machine Learning] 1:07:13 Data Learning - Machine Learning for Scientific Discovery, with Examples in Fluid Mechanics 1:02:15 Machine Learning For Fluid Mechanics - Steven Brunton | Podcast #50 32:28 Machine Learning for Fluid Dynamics: Models and Control 10:36 New Book!!! Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control 19:10 Discrepancy Modeling with Physics Informed Machine Learning 1:20:15 Steve Brunton: Machine Learning for Fluid Dynamics 23:20 Introduction to Machine Learning Methods (Prof. Steve L. Brunton) – Part 1 17:35 Deep Reinforcement Learning for Fluid Dynamics and Control 38:24 HIDA Lecture with Steven L. Brunton: Machine Learning for Scientific Discovery 38:28 Sparse Nonlinear Models for Fluid Dynamics with Machine Learning and Optimization More results