Stars
A fully-functional but succinct Particle-In-Cell Plasma Simulation codebase with several parallel implementations (MPI, OpenMP, SSE, CUDA). This code is meant to highlight the core PIC algorithms, …
Bluemira is an integrated inter-disciplinary design tool for future fusion reactors. It incorporates several modules, some of which rely on other codes, to carry out a range of typical conceptual f…
Code for ANI: Alternating Neural Integrators for learning missing physics from legacy simulators.
Code for LGNO, a local–global neural operator for learning discrete flow maps of hyperbolic conservation laws, with benchmarks for convection, Burgers, shallow water, and Euler equations.
A 15TB Collection of Physics Simulation Datasets
Reference implementation for the Hasegawa-Wakatani model of plasma turbulence inside nuclear fusion reactors in two dimensions
Reproducibility repository for the paper "The Bayesian SIAC filter"
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
Direct simulation Monte Carlo ThunderBoltz C++ and Python API codes.
GVEC - A flexible 3D MHD equilibrium solver GVEC (Galerkin Variational Equilibrium Code) is an open-source software for the generation of three-dimensional ideal MHD equilibria. _________________NO…
A differentiable PIC simulation for optimization and control
A parallel C++ framework for the numerical solution of PDEs
Learning in infinite dimension with neural operators.
Flexible and efficient tools for high-dimensional approximation, scientific machine learning and uncertainty quantification.
A coupling library and ecosystem for partitioned multi-physics and multi-scale simulations, including surface and volume coupling.
From-scratch C++ and Python reimplementation of the Variational Moments Equilibrium Code (VMEC).
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Solving particle transport equations using stochastic method
A header-only C++ library for sketching in randomized linear algebra
FreeGSNKE: A Python code for evolutive free-boundary tokamak plasma equilibrium simulations
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/