2 papers
cs.LG2026
Deepmechanics
Abhay Shinde, Aryan Amit Barsainyan, Jose Siguenza +3
Physics-informed deep learning models have emerged as powerful tools for learning dynamical systems. These models directly encode physical principles into network architectures. Ho…
cs.LG2024
Open source Differentiable ODE Solving Infrastructure
Rakshit Kr. Singh, Aaron Rock Menezes, Rida Irfan +1
Ordinary Differential Equations (ODEs) are widely used in physics, chemistry, and biology to model dynamic systems, including reaction kinetics, population dynamics, and biological…