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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: 05 Nov 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/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