ComputationalRadiationPhysics / NeuralSolversLinks
Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks in pytorch.
☆17Updated 3 years ago
Alternatives and similar repositories for NeuralSolvers
Users that are interested in NeuralSolvers are comparing it to the libraries listed below
Sorting:
- ☆35Updated this week
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated 2 months ago
- Using NVIDIA modulus for airfoil optimizations at different angles.☆23Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆24Updated last year
- Multifidelity DeepONet☆33Updated last year
- ☆26Updated 11 months ago
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆14Updated 2 years ago
- Scientific Machine Learning Tutorials☆38Updated 3 years ago
- ☆54Updated 2 years ago
- XPINN code written in TensorFlow 2☆27Updated 2 years ago
- Applications of PINOs☆126Updated 2 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆20Updated 4 years ago
- Competitive Physics Informed Networks☆30Updated 9 months ago
- ☆21Updated 4 years ago
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- ☆97Updated 3 years ago
- ☆41Updated 2 years ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆20Updated 2 years ago
- ☆30Updated last year
- DeepONet extrapolation☆27Updated 2 years ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆115Updated 3 years ago
- MIONet: Learning multiple-input operators via tensor product☆34Updated 2 years ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆35Updated this week
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- ☆32Updated 11 months ago
- ☆29Updated 2 years ago
- ETH Zürich AI in the Sciences and Engineering Master's course 2024☆38Updated 11 months ago
- ☆12Updated last year
- Code for reproducing the paper: RANG: A Residual-based Adaptive Node Generation Method for Physics-Informed Neural Networks☆15Updated 3 years ago