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cheetah-demos
cheetah-demos PublicDemos of Cheetah being used for various applications presented in "Cheetah: Bridging the Gap Between Machine Learning and Particle Accelerator Physics with High-Speed, Differentiable Simulations"
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mle-school-2022-use-case-desy-ii
mle-school-2022-use-case-desy-ii PublicRepository for the hands-on part of the Use Case DESY II session at MLE School 2022
Repositories
- cheetah Public
Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.
- 3d-assets Public
Collection of 3D assets for creating beautiful comic-like 3D renders for particle accelerator lattices.
- cheetah-demos Public
Demos of Cheetah being used for various applications presented in "Cheetah: Bridging the Gap Between Machine Learning and Particle Accelerator Physics with High-Speed, Differentiable Simulations"
- llm-accelerator-tuning-release Public
Code for the paper "Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language"
- rl-vs-bo Public
Code for the paper "Learning to Do or Learning While Doing: Reinforcement Learning and Bayesian Optimisation for Online Continuous Tuning"
- acss-services Public
- acss-core Public
- mle-school-2022-use-case-desy-ii Public
Repository for the hands-on part of the Use Case DESY II session at MLE School 2022
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