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Chenran Xu's Projects

b2share-training icon b2share-training

Training material for the EUDAT B2SHARE service: using the HTTP REST API with Python and deploying your own instance of B2SHARE

bo-4-euxfel icon bo-4-euxfel

Bayesian Optimization attempts for European XFEL tuning

cheetah icon cheetah

Fast particle accelerator optics simulation for reinforcement learning and optimisation applications.

cr-xu icon cr-xu

Config files for my GitHub profile.

fel-casestudy-ss19 icon fel-casestudy-ss19

Semester Project for the master course Accelerator Physics (SS19) at KIT. Design/ Scratch of a Free Electron Laser (FEL).

ocelot icon ocelot

OCELOT is a multiphysics simulation toolkit designed for studying FEL and storage ring-based light sources.

pytorch-maml-rl icon pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

rl-gp-mpc icon rl-gp-mpc

Unofficial Implementation of the paper "Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control", applied to gym environments

tuda-nmap-12 icon tuda-nmap-12

TU Darmstadt etit lecture on numerical methods of accelerator physics series 12

xopt icon xopt

Flexible high-level optimization in Python

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