mwoodward-cpu / LearningSPH
Hierarchy of parameterized Smoothed Particle Hydrodynamics models trained with mixed mode AD and Sensitivity Analysis (SA)
☆12Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for LearningSPH
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago
- Conjugate Gradient related code for "Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers"☆24Updated 3 years ago
- A fast direct solver for surface PDEs☆15Updated 5 months ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated last year
- Reduced-Order Modeling of Fluid Flows with Transformers☆19Updated last year
- This codebase is a set of libraries to compute N-body interactions governed by the Laplace and Helmholtz equations, to a specified precis…☆24Updated 5 months ago
- Spectral Methods in Python☆46Updated 3 months ago
- PyWENO is a Python implementation of one-dimensional Weighted Essentially Non-oscillatory (WENO) reconstructions.☆36Updated 5 months ago
- Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling☆80Updated 3 years ago
- Compressible Euler equations solved with finite volume implemented in JAX, plugged into an optimization loop☆18Updated 5 months ago
- 2D Boundary Integral Equation Tools in Python☆15Updated 5 months ago
- ☆26Updated last month
- ☆19Updated 4 months ago
- A generic FEM solver by meta-expressions☆18Updated last year
- Dimension reduced surrogate construction for parametric PDE maps☆36Updated 3 months ago
- A two-level sparse direct solver for elliptic PDEs.☆30Updated 6 months ago
- Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆20Updated last month
- Direct Numerical Simulation of Fluid Flow with IBM Using Python☆27Updated last year
- Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf☆18Updated 5 years ago
- ☆30Updated 5 years ago
- A C++ implementation of the incompressible reference map technique☆12Updated 3 months ago
- gmshparser is a lightweight, 100 % tested and well documented package that aims to reliably parse the Gmsh ascii file format (.msh). The …☆25Updated 4 years ago
- Pseudospectral Kolmogorov Flow Solver☆34Updated last year
- A SIMPLE incompressible fluid solver written in Taichi.☆11Updated 2 years ago
- Material Definition with Automatic Differentiation☆22Updated 5 months ago
- Fast integral equation solver for the incompressible Navier-Stokes equations in 2D☆9Updated 4 years ago
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆37Updated 2 years ago
- an encyclopedia of finite element definitions☆47Updated this week
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆18Updated 10 months ago
- In computational fluid dynamics (CFD), the SIMPLE algorithm is a widely used numerical procedure to solve the Navier–Stokes equations. SI…☆13Updated 4 years ago