NVIDIA / modulus
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
☆1,164Updated this week
Alternatives and similar repositories for modulus:
Users that are interested in modulus are comparing it to the libraries listed below
- Framework providing pythonic APIs, algorithms and utilities to be used with Modulus core to physics inform model training as well as high…☆207Updated 2 months ago
- ☆398Updated 11 months ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆822Updated this week
- Computational Fluid Dynamics in JAX☆785Updated 5 months ago
- Using graph network to solve PDEs☆370Updated last year
- Learning nonlinear operators via DeepONet☆579Updated 2 years ago
- A differentiable PDE solving framework for machine learning☆1,540Updated this week
- Physics-Informed Neural networks for Advanced modeling☆424Updated this week
- PyTorch Implementation of Physics-informed Neural Networks☆570Updated 8 months ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆348Updated last month
- ☆186Updated 6 months ago
- ☆251Updated 2 months ago
- Differentiable Fluid Dynamics Package☆361Updated this week
- Learning in infinite dimension with neural operators.☆2,394Updated this week
- ☆848Updated this week
- PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.☆365Updated 8 months ago
- ☆312Updated 2 years ago
- This repository containts materials for End-to-End AI for Science☆119Updated 5 months ago
- Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric …☆1,006Updated this week
- ☆423Updated last month
- A library for scientific machine learning and physics-informed learning☆2,898Updated last week
- DeepONet & FNO (with practical extensions)☆256Updated last year
- Must-read Papers on Physics-Informed Neural Networks.☆1,016Updated last year
- ☆239Updated 4 months ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆495Updated 3 months ago
- Investigating PINNs☆553Updated 3 years ago
- Hidden Fluid Mechanics☆311Updated 2 years ago
- IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.☆214Updated 3 months ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆204Updated last year
- PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.☆92Updated 8 months ago