uspas / optimization_and_mlLinks
USPAS course on optimization and machine learning
☆29Updated 9 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:
- Tools for analyzing and viewing particle data in the openPMD standard, extension beamphysics.☆18Updated last week
- simple-to-use optical propagation tool☆16Updated 2 weeks ago
- Flexible configuration and execution of large, black-box optimization problems☆17Updated last month
- OCELOT is a multiphysics simulation toolkit designed for studying FEL and storage ring-based light sources.☆94Updated this week
- Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.☆61Updated last week
- Python visualization tools for openPMD files☆69Updated last month
- A tool for coherent synchrotron radiation modeling☆12Updated 3 years ago
- Fourier-Bessel Particle-In-Cell code☆20Updated 7 years ago
- Resampling tools for openPMD PIC data.☆24Updated last month
- A fast tracking code for plasma accelerators☆37Updated last week
- Particle distribution generator☆16Updated 2 weeks ago
- Standard input format for Particle-In-Cell codes☆42Updated 2 weeks ago
- high-performance modeling of beam dynamics in particle accelerators with collective effects☆50Updated this week
- Flexible high-level optimization in Python☆86Updated this week
- Data Visualization for Particle-in-Cell Codes.☆61Updated last year
- 1D-1V Vlasov-Poisson(-Fokker-Planck), Plasma Physics PDE Simulation Tool in NumPy and experiment management in MLFlow☆34Updated 2 years ago
- Python wrapper for Astra (A Space Charge Tracking Algorithm, DESY) for eventual use in LUME https://christophermayes.github.io/lume-astra…☆19Updated last year
- ☆16Updated 2 years ago
- Quasistatic plasma wakefield simulation code for GPUs in well under 1000 lines of code.☆13Updated 6 years ago
- ☆16Updated this week
- Automatic-Differentiation-Enabled Plasma Transport in JAX☆33Updated this week
- ☆18Updated last year
- Particle In Cell code in Julia☆12Updated last month
- ☆46Updated last week
- Start-to-end photon experiment simulation platform☆27Updated 2 years ago
- Particle-tracking code that models strong-field QED interactions☆23Updated 5 months ago
- Quill is a 3D QED-PIC code for simulations of interaction of electromagnetic radiation and particles with plasmas with QED effects such a…☆16Updated 3 years ago
- For IMPACT-T beam dynamics code users and developers☆22Updated last month
- Suite of python packages for multiparticle simulations of particle accelerators.☆46Updated last week
- Stellarator Equilibrium and Optimization Suite☆144Updated this week