neuraloperator / physics_informedLinks
☆475Updated 4 months ago
Alternatives and similar repositories for physics_informed
Users that are interested in physics_informed are comparing it to the libraries listed below
Sorting:
- ☆362Updated 2 years ago
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆318Updated 2 years ago
- Learning nonlinear operators via DeepONet☆688Updated 3 years ago
- Using graph network to solve PDEs☆404Updated 2 months ago
- ☆334Updated 4 months ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆439Updated last month
- ☆221Updated 3 years ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆267Updated 2 months ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆953Updated 3 months ago
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆337Updated last year
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆243Updated 3 years ago
- ☆172Updated last year
- Characterizing possible failure modes in physics-informed neural networks.☆138Updated 3 years ago
- PyTorch Implementation of Physics-informed Neural Networks☆652Updated last year
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆580Updated 6 months ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆322Updated last year
- Physics-Informed Neural networks for Advanced modeling☆550Updated 3 weeks ago
- Investigating PINNs☆630Updated 4 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆262Updated last year
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆206Updated 2 years ago
- Hidden Fluid Mechanics☆328Updated 2 years ago
- A place to share problems solved with SciANN☆286Updated last year
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆257Updated 3 months ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆186Updated 3 months ago
- ☆147Updated 3 years ago
- Applications of PINOs☆132Updated 2 years ago
- Deep learning for Engineers - Physics Informed Deep Learning☆347Updated last year
- ☆147Updated 10 months ago
- PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.☆135Updated last year
- ☆990Updated 2 weeks ago