LLNL / maccLinks
Robust neural network surrogate for inertial confinement fusion
☆28Updated 2 years ago
Alternatives and similar repositories for macc
Users that are interested in macc are comparing it to the libraries listed below
Sorting:
- Automatic-Differentiation-Enabled Plasma Transport in JAX☆33Updated last week
- A short course in pseudospectral collocation methods for wave equations, with implementations in Python.☆55Updated 2 months ago
- Data Visualization for Particle-in-Cell Codes.☆58Updated last year
- PyTorch-FEniCS interface☆101Updated 4 years ago
- Reference implementation for the Hasegawa-Wakatani model of plasma turbulence inside nuclear fusion reactors in two dimensions☆25Updated 11 months ago
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆153Updated 6 months ago
- Vectorized Plasma PIC code (Python)☆76Updated 2 months ago
- A two-level sparse direct solver for elliptic PDEs.☆30Updated last year
- Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.☆50Updated this week
- Convolutional Solvers for Partial Differential Equations☆28Updated 5 years ago
- Stellarator Equilibrium and Optimization Suite☆133Updated this week
- A Python library for training neural ODEs.☆25Updated 5 months ago
- Lecture and hands-on material for Track 8- Machine Learning of Argonne Training Program on Extreme-Scale Computing☆38Updated 2 weeks ago
- High performance computational platform in Python for the spectral Galerkin method☆216Updated last month
- PyMGRIT is a package for the Multigrid-Reduction-in-Time (MGRIT) algorithm in Python.☆19Updated 2 years ago
- 1D-1V Vlasov-Poisson(-Fokker-Planck), Plasma Physics PDE Simulation Tool in NumPy and experiment management in MLFlow☆33Updated last year
- Flexible high-level optimization in Python☆83Updated last week
- Using NVIDIA modulus for airfoil optimizations at different angles.☆23Updated 2 years ago
- A Python driven, Fortran powered Finite Difference solver for arbitrary hyperbolic PDE systems. This is the mini-app for the Miranda cod…☆65Updated 7 months ago
- Finite-volume Vlasov-Maxwell code for Plasma Physics simulations☆14Updated this week
- Hidden physics models: Machine learning of nonlinear partial differential equations☆145Updated 5 years ago
- The algorithmic differentation tool pyadjoint and add-ons.☆103Updated this week
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆68Updated 2 years ago
- Python wrapper for the Johns Hopkins turbulence database library☆106Updated last year
- XBraid Parallel-in-Time Solvers☆79Updated 2 months ago
- Kokkos port of VPIC☆51Updated this week
- Using OpenFOAM with SmartSim. This example implements a streaming version of the TensorFlowFOAM work☆26Updated last month
- Finite Volume Constrained Transport MHD simulation of the Orszag-Tang vortex☆20Updated 2 months ago
- This is the main source repo for the Gkeyll 2.0 code. Please see gkeyll.rtfd.io for details.☆74Updated last week
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆74Updated last week