Name: Jan Kaiser
Type: User
Company: Deutsches Elektronen-Synchrotron DESY
Bio: Doctoral researcher at Deutsches Elektronen-Sychrotron DESY. Researching reinforcement learning for particle accelerator control. Tinkering with other stuff.
Location: Hamburg, Germany
Blog: https://jank324.github.io
Jan Kaiser's Projects
Conversion of an old projector to a Regular 8 and Super 8 film scanner.
Distributed machine learning application for ship route and ETA prediction
Tool to evaluate the quality of an anonymisation algorithm on a GPS trajectory data set
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Level 4 Individual Project (2020)
SLAC LCLS UQ Project
Simplified FEL model based on Bmad/Tao for accelerator tuning and optimization
TBD
Small tool for converting Microsoft's GeoLife data set to JSON
A toolkit for developing and comparing reinforcement learning algorithms.
Überraschend realistische Simulation für alle, die schon immer mal einen Hängebauch haben wollten
PX4-related Homebrew formula for developers using OS X
Jupyter Notebooks I used to find a particular church in an old photo by gathering all images of churches in the area in question.
Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.
Model based reinforcement learning implemenation of ME-TRPO on a physical simulation od AWAKE
OCELOT is a multiphysics simulation toolkit designed for studying FEL and storage ring-based light sources.
Autonomous car based on Raspberry Pi and your average remote controlled toy car
Surprisingly realistic simulation for anyone who has always wanted to be pot bellied. Otherwise, a playground for all sorts of 2D game stuff.
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Jupyter Notebooks and more for analysing the differences and similarities of real and synthetic geospatial datasets
Shutter speed tester for analog film cameras based on Arduino
Virtual Diagnostics for inferring current profiles of bunches at European XFEL
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
TBSAC algorithm for beam commissioning in accelerator
Implementation of trajectory anonymisation by multivariate micro-aggregation