tensordiffeq / TensorDiffEqLinks
Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing
☆115Updated 3 years ago
Alternatives and similar repositories for TensorDiffEq
Users that are interested in TensorDiffEq are comparing it to the libraries listed below
Sorting:
- ☆116Updated 5 years ago
- Example problems in Physics informed neural network in JAX☆80Updated last year
- ☆97Updated 3 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆151Updated 5 months ago
- hPINN: Physics-informed neural networks with hard constraints☆134Updated 3 years ago
- ☆212Updated 3 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆197Updated 2 years ago
- ☆143Updated 2 years ago
- Solving PDEs with NNs☆53Updated 2 years ago
- Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs☆93Updated 3 years ago
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆100Updated 10 months ago
- ☆181Updated 2 months ago
- Hidden physics models: Machine learning of nonlinear partial differential equations☆145Updated 5 years ago
- ☆54Updated 2 years ago
- ☆35Updated this week
- ☆63Updated 5 years ago
- Sparse Physics-based and Interpretable Neural Networks☆50Updated 3 years ago
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆59Updated 3 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- Applications of PINOs☆126Updated 2 years ago
- PyTorch-FEniCS interface☆101Updated 4 years ago
- Deep learning library for solving differential equations on top of PyTorch.☆61Updated 4 years ago
- Differentiable interface to FEniCS for JAX☆54Updated 4 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated 2 months ago
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆85Updated 4 years ago
- A Python library for training neural ODEs.☆23Updated 4 months ago
- ☆67Updated last year
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆232Updated 3 years ago
- ☆41Updated 5 years ago