lululxvi / deeponet
Learning nonlinear operators via DeepONet
☆604Updated 2 years ago
Alternatives and similar repositories for deeponet:
Users that are interested in deeponet are comparing it to the libraries listed below
- ☆412Updated last year
- PyTorch Implementation of Physics-informed Neural Networks☆595Updated 10 months ago
- ☆326Updated 2 years ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆522Updated 3 weeks ago
- DeepONet & FNO (with practical extensions)☆272Updated last year
- Investigating PINNs☆579Updated 3 years ago
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆297Updated 7 months ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆847Updated last month
- PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.☆441Updated 10 months ago
- Must-read Papers on Physics-Informed Neural Networks.☆1,082Updated last year
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆294Updated 8 months ago
- Using graph network to solve PDEs☆379Updated last year
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆365Updated 3 months ago
- ☆890Updated last week
- ☆277Updated last week
- Physics-Informed Neural networks for Advanced modeling☆452Updated this week
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆212Updated 3 years ago
- ☆194Updated 3 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆256Updated last year
- A place to share problems solved with SciANN☆272Updated last year
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆218Updated last year
- Physics-informed neural networks package☆296Updated 2 years ago
- A library for scientific machine learning and physics-informed learning☆3,046Updated this week
- A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…☆733Updated last month
- Deep learning for Engineers - Physics Informed Deep Learning☆333Updated last year
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆181Updated 2 years ago
- IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.☆220Updated 5 months ago
- Characterizing possible failure modes in physics-informed neural networks.☆128Updated 3 years ago
- ☆190Updated 7 months ago
- ☆157Updated last year