mwoodward-cpu / LearningSPHLinks
Hierarchy of parameterized Smoothed Particle Hydrodynamics models trained with mixed mode AD and Sensitivity Analysis (SA)
☆12Updated 2 years ago
Alternatives and similar repositories for LearningSPH
Users that are interested in LearningSPH are comparing it to the libraries listed below
Sorting:
- Convolutional Solvers for Partial Differential Equations☆28Updated 4 years ago
- ☆17Updated 5 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf☆19Updated last month
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆40Updated 3 years ago
- ☆34Updated last year
- flux reconstruction method for advection-diffusion type physics☆23Updated 6 months ago
- ⚡️ Fast Poisson solvers for spectral methods☆17Updated 5 years ago
- Material Definition with Automatic Differentiation☆23Updated 2 weeks ago
- Conjugate Gradient related code for "Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers"☆24Updated 4 years ago
- Differentiable interface to FEniCS for JAX☆54Updated 4 years ago
- A collection of examples that demonstrate how FEniCS is used to solve PDEs on regular and irregular geometries. Written in Python.☆10Updated 8 years ago
- Meshless Multi-Physics Software☆13Updated 3 years ago
- an encyclopedia of finite element definitions☆58Updated this week
- Simple GPU rendering of scientific data with Pytorch, Jax, CuPy, and Warp backends.☆26Updated last year
- Supplementary materials and codes for the book "Classical numerical analysis: A comprehensive course."☆21Updated 2 weeks ago
- Fast, minimally-invasive neural network inference library☆21Updated 3 months ago
- The fast Finite Volume simulator with UQ support.☆26Updated 3 months ago
- Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling☆83Updated 3 years ago
- This codebase is a set of libraries to compute N-body interactions governed by the Laplace and Helmholtz equations, to a specified precis…☆25Updated 3 months ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated last year
- A Riks arclength solver implemented in FEniCS☆11Updated last month
- Slides/notes and Jupyter notebook demos for an introductory course of numerical methods for PDEs☆19Updated last year
- A simple 2D euler equation solver using finite volumes☆12Updated 2 years ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆67Updated 4 months ago
- AMReX-enabled code libraries for stochastic hybrid models and algorithms for fluids☆16Updated this week
- A Python library for training neural ODEs.☆21Updated 3 months ago
- ☆31Updated 2 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
- A Matlab implementation of boundary element method (BEM) and method of fundamental solutions (MFS) for simulation of Stokes flow based on…☆13Updated 8 years ago