nbouziani/physics-driven-ml

Physics-driven machine learning using PyTorch and Firedrake

/ 100

Emerging

No commits in the last 6 months.

Stale 6m No Package No Dependents

Maintenance 0 / 25

Adoption 6 / 25

Maturity 9 / 25

Community 17 / 25

Stars

Forks

Language

Python

License

MIT

Category

Last pushed

Jan 31, 2024

Commits (30d)

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/nbouziani/physics-driven-ml"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Higher-rated alternatives

NVIDIA/physicsnemo

Open-source deep-learning framework for building, training, and fine-tuning deep learning models...

SciML/NeuralPDE.jl

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for...

NVIDIA/physicsnemo-sym

Framework providing pythonic APIs, algorithms and utilities to be used with PhysicsNeMo core to...

idrl-lab/idrlnet

IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural...

jdtoscano94/NABLA-SciML

Physics Informed Machine Learning Tutorials (Pytorch and Jax)