desy-ml / cheetah
Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.
☆35Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for cheetah
- Flexible high-level optimization in Python☆70Updated this week
- OCELOT is a multiphysics simulation toolkit designed for studying FEL and storage ring-based light sources.☆86Updated last month
- Tools for analyzing and viewing particle data in the openPMD standard, extension beamphysics.☆17Updated this week
- Flexible configuration and execution of large, black-box optimization problems☆15Updated 2 weeks ago
- Ocelot optimizer rebirth☆16Updated 10 months ago
- USPAS course on optimization and machine learning☆23Updated 2 months ago
- The go-to optimizer in accelerator control room☆17Updated this week
- Python wrapper for Astra (A Space Charge Tracking Algorithm, DESY) for eventual use in LUME https://christophermayes.github.io/lume-astra…☆14Updated 3 weeks ago
- A fast tracking code for plasma accelerators☆34Updated last month
- Python visualization tools for openPMD files☆67Updated this week
- Data Visualization for Particle-in-Cell Codes.☆49Updated 7 months ago
- Automatic-Differentiation-Enabled Plasma Transport in JAX☆27Updated this week
- Particle distribution generator☆13Updated 2 weeks ago
- ☆29Updated this week
- Time-dependent, 3D Code to simulate the amplification process of a Free-electron Laser.☆55Updated 2 weeks ago
- Optimization at scale, powered by libEnsemble☆22Updated last week
- OSIRIS Particle-In-Cell code☆44Updated 2 months ago
- Modern toolbox for impurity transport, neutrals and radiation modeling in magnetically-confined plasmas☆40Updated 2 weeks ago
- Particle-tracking code that models strong-field QED interactions☆18Updated this week
- The core source repository for the Cherab project.☆45Updated 2 months ago
- Routines for tokamak analysis☆20Updated 6 years ago
- ZPIC - Educational Particle-In-Cell code suite☆55Updated 2 years ago
- Main repository moved to https://github.com/ocelot-collab/ocelot☆8Updated 4 years ago
- Python library to run and analyse gyrokinetics simulations☆25Updated this week
- MAD-X repository☆49Updated 2 months ago
- Core of Py-ORBIT code☆26Updated this week
- For IMPACT-Z beam dynamics code users and developers☆21Updated 3 months ago
- Repository for matlabVMEC routines.☆16Updated 3 months ago
- OCELOT Generic Optimizer for accelerators☆19Updated 3 years ago
- A tool for coherent synchrotron radiation modeling☆12Updated 2 years ago