tum-pbs / dl-surrogatesLinks
☆33Updated 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
Sorting:
- A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.☆35Updated 4 years ago
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆41Updated 3 years ago
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14Updated last year
- A Python library for training neural ODEs.☆25Updated 8 months ago
- ☆56Updated last week
- Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling☆85Updated 4 years ago
- ☆31Updated 6 years ago
- Python interface for libROM, library for reduced order models☆62Updated 2 months ago
- Scientific Machine Learning Tutorials☆39Updated 3 years ago
- This is a replication of "CFD Python: 12 steps to Navier-Stokes" in Julia☆41Updated 8 years ago
- ☆52Updated 2 years ago
- Sandia Uncertainty Quantification Toolkit☆84Updated 10 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- Marine Hydrodynamics☆33Updated 3 years ago
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆60Updated 4 years ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆33Updated 2 years ago
- Convolutional Solvers for Partial Differential Equations☆27Updated 5 years ago
- A short course in pseudospectral collocation methods for wave equations, with implementations in Python.☆62Updated last month
- The algorithmic differentation tool pyadjoint and add-ons.☆113Updated this week
- Finite volume discretization tools for Python.☆64Updated last year
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆20Updated 2 years ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆116Updated 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 …☆28Updated 5 years ago
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆69Updated 2 years ago
- PyTorch-FEniCS interface☆102Updated 4 years ago
- A Python library for solving any system of hyperbolic or parabolic Partial Differential Equations. The PDEs can have stiff source terms a…☆62Updated 5 years ago
- ☆30Updated last year
- Introduction to declarative PDE solvers☆42Updated 3 years ago
- ☆42Updated 5 years ago
- An IJulia notebook adaptation of Loren Barba's "12 Steps to Navier-Stokes" http://lorenabarba.com/☆31Updated 4 years ago