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Projects

2023

RL4AA Collaboration
Community Workshops Reinforcement Learning Particle Accelerators
Co-Founding and maintenance of the Collaboration on Reinforcement Learning for Autonomous Accelerators with the goal of fostering international collaboration and knowledge exchange by organising annual workshops and providing an online platform for discussion, help and topical news.

2022

Cheetah
Differentiable Simulations Particle Accelerators Machine Learning PyTorch Python Package
Fast particle accelerator optics simulation built on top of PyTorch for reinforcement learning and optimisation applications, providing features like unmatched execution speeds, GPU acceleration and automatic differentiation.