Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with physics-informed-ml
A curated list of projects in awesome lists tagged with physics-informed-ml .
https://github.com/pnnl/neuromancer
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
constrained-optimization control-systems deep-learning differentiable-control differentiable-optimization differentiable-programming dynamical-systems nonlinear-dynamics nonlinear-optimization physics-informed-ml pytorch
Last synced: 17 Dec 2024
https://github.com/sciml/operatorlearning.jl
No need to train, he's a smooth operator
deeponet julia neural-operator physics-informed-ml
Last synced: 19 Dec 2024
https://github.com/smrfeld/phys_dbd
Physics-based machine learning with dynamic Boltzmann distributions
machine-learning physics physics-informed-learning physics-informed-ml physics-informed-neural-networks reaction-diffusion tensorflow
Last synced: 06 Nov 2024
https://github.com/jbris/physics_informed_neural_networks_tutorial
Going through the tutorial on Physics-informed Neural Networks: https://github.com/madagra/basic-pinn
derivatives ode ode-model physics-informed physics-informed-learning physics-informed-ml physics-informed-neural-network physics-informed-neural-networks physics-model pinns
Last synced: 13 Nov 2024
https://github.com/smrfeld/physics-based-ml-reaction-networks
Code for paper "Physics-based machine learning for modeling IP3 induced calcium oscillations" - DOI: 10.5281/zenodo.4839127
chemistry machine-learning physics-based physics-based-ml physics-informed physics-informed-ml reaction-networks reactions
Last synced: 06 Nov 2024