desy-ml / cheetah
Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.
☆45Updated this week
Alternatives and similar repositories for cheetah:
Users that are interested in cheetah are comparing it to the libraries listed below
- USPAS course on optimization and machine learning☆29Updated 3 months ago
- Flexible high-level optimization in Python☆81Updated 2 weeks ago
- OCELOT is a multiphysics simulation toolkit designed for studying FEL and storage ring-based light sources.☆89Updated 3 weeks ago
- Tools for analyzing and viewing particle data in the openPMD standard, extension beamphysics.☆18Updated 3 weeks ago
- Ocelot optimizer rebirth☆17Updated 3 months ago
- The go-to optimizer in accelerator control room☆20Updated this week
- Solves and propagates synchrotron radiation from a relativistic electron beam traversing bending magnets.☆11Updated 10 months ago
- Flexible configuration and execution of large, black-box optimization problems☆17Updated this week
- Python wrapper for Astra (A Space Charge Tracking Algorithm, DESY) for eventual use in LUME https://christophermayes.github.io/lume-astra…☆16Updated 6 months ago
- A fast tracking code for plasma accelerators☆35Updated last week
- An effort to create a standard to promote lattice information exchange for particle accelerators.☆13Updated this week
- Automatic-Differentiation-Enabled Plasma Transport in JAX☆29Updated this week
- For IMPACT-T beam dynamics code users and developers☆20Updated 3 weeks ago
- Particle distribution generator☆16Updated 2 months ago
- ☆11Updated this week
- Data Visualization for Particle-in-Cell Codes.☆55Updated last year
- Core of Py-ORBIT code☆28Updated 6 months ago
- Python visualization tools for openPMD files☆68Updated 3 weeks ago
- Python Interface to the 6D Accelerator Program ELEGANT (ELEctron Generation ANd Tracking)☆9Updated 3 months ago
- Particle-tracking code that models strong-field QED interactions☆21Updated last month
- Main repository moved to https://github.com/ocelot-collab/ocelot☆9Updated 4 years ago
- For IMPACT-Z beam dynamics code users and developers☆22Updated last week
- Optimization at scale, powered by libEnsemble☆30Updated this week
- ☆41Updated this week
- Tool to simulate beam dynamics in synchrotron light sources☆14Updated last year
- Collisional-radiative python solver☆29Updated last month
- Time-dependent, 3D Code to simulate the amplification process of a Free-electron Laser.☆62Updated 3 weeks ago
- OSIRIS Particle-In-Cell code☆46Updated 8 months ago
- MAD-X repository☆53Updated 4 months ago
- Accelerator Toolbox☆55Updated this week