tum-pbs / PICTLinks
Official repository of the PICT Solver
☆32Updated last month
Alternatives and similar repositories for PICT
Users that are interested in PICT are comparing it to the libraries listed below
Sorting:
- ☆63Updated last week
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆69Updated 6 months ago
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆90Updated this week
- Auto-differentiable and hardware-accelerated force density method☆90Updated 2 weeks ago
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆160Updated 2 years ago
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆248Updated 3 weeks ago
- Python interface for libROM, library for reduced order models☆61Updated 5 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- ☆193Updated 4 years ago
- The algorithmic differentation tool pyadjoint and add-ons.☆103Updated 2 weeks 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
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆154Updated 4 months ago
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML☆375Updated last month
- A 2D finite difference fluid flow solver written in python with numpy vectorization for fast performance. Currently it supports single ph…☆55Updated 3 years ago
- A Python library for training neural ODEs.☆25Updated 5 months ago
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆58Updated 4 years ago
- Differentiable interface to FEniCS for JAX☆54Updated 4 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆63Updated 6 months ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆26Updated last year
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆102Updated 10 months ago
- Data-driven model reduction library with an emphasis on large scale parallelism and linear subspace methods☆220Updated last month
- ☆31Updated 2 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- A curated list of repositories related to fluid dynamics.☆307Updated 9 months ago
- ☆54Updated this week
- Scikit for Gmsh to generate 3D finite element mesh☆61Updated last week
- PyTorch-FEniCS interface☆101Updated 4 years ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆75Updated 3 weeks ago
- RBniCS - reduced order modelling in FEniCS (legacy)☆110Updated 4 months ago