AI discovers PHYSICS: Lagrange & Hamiltonian (MIT) скачать в хорошем качестве

AI discovers PHYSICS: Lagrange & Hamiltonian (MIT)

AI discovers PHYSICS: Lagrange & Hamiltonian Neural Network constitute the new MASS framework (MIT). Emerging deep learning frameworks - such as Hamiltonian and Lagrangian neural networks - are redefining the discovery of physical laws. In my video, I present a novel approach that leverages automatic differentiation to compute high-order derivatives, integrating data from multiple dynamical systems to rigorously extract candidate equations of motion. This method not only formalizes classical mechanics but also unveils new symmetries and invariants, challenging traditional paradigms in physics. All rights w/ authors: "Do Two AI Scientists Agree?" Xinghong Fu, Ziming Liu, and Max Tegmark Department of Physics, Institute of Artificial Intelligence and Fundamental Interactions, Massachusetts Institute of Technology, Cambridge, USA ‪@mit‬ #airesearch #physics #scienceexplained #ailearning #aiagents #theoreticalphysics