uspas / optimization_and_mlLinks
USPAS course on optimization and machine learning
☆29Updated 11 months ago
Alternatives and similar repositories for optimization_and_ml
Users that are interested in optimization_and_ml are comparing it to the libraries listed below
Sorting:
- simple-to-use optical propagation tool☆16Updated last month
- Tools for analyzing and viewing particle data in the openPMD standard, extension beamphysics.☆18Updated this week
- Flexible configuration and execution of large, black-box optimization problems☆17Updated last week
- OCELOT is a multiphysics simulation toolkit designed for studying FEL and storage ring-based light sources.☆94Updated this week
- Laser Plasma Interaction Cheat-Sheet☆11Updated 9 months ago
- Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.☆62Updated last week
- Flexible high-level optimization in Python☆88Updated last week
- Python visualization tools for openPMD files☆69Updated 3 months ago
- Fourier-Bessel Particle-In-Cell code☆20Updated 7 years ago
- A tool for coherent synchrotron radiation modeling☆12Updated 3 years ago
- A fast tracking code for plasma accelerators☆39Updated this week
- ☆18Updated this week
- Resampling tools for openPMD PIC data.☆24Updated 3 months ago
- Automatic-Differentiation-Enabled Plasma Transport in JAX☆35Updated this week
- Particle distribution generator☆16Updated 3 weeks ago
- 1D-1V Vlasov-Poisson(-Fokker-Planck), Plasma Physics PDE Simulation Tool in NumPy and experiment management in MLFlow☆34Updated 2 years ago
- Start-to-end photon experiment simulation platform☆27Updated 2 years ago
- Standard input format for Particle-In-Cell codes☆42Updated 2 months ago
- mpi4py-fft is a Python package for computing Fast Fourier Transforms (FFTs).☆54Updated last month
- Data Visualization for Particle-in-Cell Codes.☆61Updated last year
- ☆18Updated last year
- ☆16Updated 2 years ago
- Routines for tokamak analysis☆22Updated 7 years ago
- high-performance modeling of beam dynamics in particle accelerators with collective effects☆51Updated this week
- Quasistatic plasma wakefield simulation code for GPUs in well under 1000 lines of code.☆13Updated 6 years ago
- A resource for use of numerical physics with Python, covering many topics in physics.☆35Updated 3 years ago
- Particle In Cell code in Julia☆13Updated 3 months ago
- This is the main source repo for the Gkeyll 2.0 code. Please see gkeyll.rtfd.io for details.☆78Updated 6 months ago
- Optimization at scale, powered by libEnsemble☆32Updated this week
- ZPIC - Educational Particle-In-Cell code suite☆62Updated 3 years ago