tum-pbs / dl-surrogates
☆31Updated 2 years ago
Alternatives and similar repositories for dl-surrogates:
Users that are interested in dl-surrogates are comparing it to the libraries listed below
- Marine Hydrodynamics☆31Updated 3 years ago
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆40Updated 3 years ago
- gmshparser is a lightweight, 100 % tested and well documented package that aims to reliably parse the Gmsh ascii file format (.msh). The …☆27Updated 4 years ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago
- A Python library for training neural ODEs.☆21Updated 2 months ago
- A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.☆32Updated 4 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆37Updated 2 years ago
- A shape optimisation toolbox built on the Firedrake finite element library.☆28Updated last week
- ☆52Updated this week
- ☆41Updated 4 years ago
- Direct Numerical Simulation of Fluid Flow with IBM Using Python☆30Updated last year
- Scientific Machine Learning Tutorials☆36Updated 3 years ago
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14Updated 11 months ago
- The algorithmic differentation tool pyadjoint and add-ons.☆95Updated last week
- ☆30Updated 5 years ago
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆26Updated last month
- FEniCS on GPU takes advantage of CUDA cores to solve SPARSE matrix using cuPy and SciPy libraries.☆18Updated 3 years ago
- Differentiable interface to FEniCS for JAX☆53Updated 3 years ago
- Gridap drivers for fluid-structure interaction applications☆27Updated 3 years ago
- ☆20Updated 3 years ago
- Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling☆83Updated 3 years ago
- Convolutional Solvers for Partial Differential Equations☆28Updated 4 years ago
- Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf☆18Updated 5 years ago
- reproducing the examples from the FEniCS tutorial in scikit-fem☆15Updated 3 years ago
- Mathematica package for quadrature moment methods☆9Updated 2 years ago
- Design preconditioners with a CNN to accelerate the conjugate gradient method.☆26Updated last month
- redbKIT is a MATLAB library for reduced-order modeling of parametrized PDEs☆57Updated 8 months ago
- PyTorch-FEniCS interface☆100Updated 4 years ago
- Python interface for libROM, library for reduced order models☆61Updated 2 months ago
- PyMGRIT is a package for the Multigrid-Reduction-in-Time (MGRIT) algorithm in Python.☆19Updated 2 years ago