barkm / torch-fenicsLinks
PyTorch-FEniCS interface
☆101Updated 4 years ago
Alternatives and similar repositories for torch-fenics
Users that are interested in torch-fenics are comparing it to the libraries listed below
Sorting:
- Differentiable interface to FEniCS for JAX☆56Updated 4 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated 4 months ago
- A differentiable finite element analysis solver for structural optimization based on JAX☆31Updated last month
- ☆34Updated 2 years ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆97Updated last year
- ☆42Updated 5 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- ☆42Updated 2 years ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆114Updated 3 years ago
- Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs☆93Updated 3 years ago
- The algorithmic differentation tool pyadjoint and add-ons.☆103Updated last week
- Hidden physics models: Machine learning of nonlinear partial differential equations☆146Updated 5 years ago
- ☆116Updated 6 years ago
- ☆125Updated 2 years ago
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆161Updated 2 years ago
- Solving PDEs with NNs☆55Updated 2 years ago
- Sparse Physics-based and Interpretable Neural Networks☆50Updated 3 years ago
- Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data☆150Updated 5 years ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆70Updated 6 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- FEniCS on GPU takes advantage of CUDA cores to solve SPARSE matrix using cuPy and SciPy libraries.☆19Updated 4 years ago
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆54Updated 2 years ago
- ☆54Updated 2 years ago
- RBniCS - reduced order modelling in FEniCS (legacy)☆110Updated 5 months ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆87Updated 4 years ago
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆153Updated 6 months ago
- ☆38Updated 2 years ago