Anton Lu

Doctoral Researcher at CERN

Geneva, Geneva, Switzerland
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Summary

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Anton Lu is a doctoral researcher and engineering physicist with 11 years of experience applying machine learning and software engineering to complex physics problems, currently modelling magnetic hysteresis and eddy currents for feed-forward control of CERN’s synchrotron injectors. He holds dual M.Sc. degrees from KTH in Engineering Physics and Machine Learning and combines rigorous academic training with hands-on implementation of ML-driven control systems in large-scale accelerator environments. His background spans scientific computing internships and teaching at top European institutions (CERN, EPFL, ETH, TU Wien), giving him both research depth and practical production experience. Anton’s work uniquely bridges physics-first intuition and modern ML techniques to reduce beam losses during acceleration cycles—an application where control performance directly impacts experimental uptime.
code11 years of coding experience
bookVienna University of Technology
bookMaster of Science in Engineering - M.Sc.Eng., Master of Science in Engineering - M.Sc.Eng. at KTH Royal Institute of Technology
bookMobility student, Mobility student at ETH Zürich
bookMobility student, Mobility student at EPFL (École polytechnique fédérale de Lausanne)
languagesSwedish, English, Chinese, French, Spanish, German, Italian
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Stackoverflow

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Github Skills (77)

openai-gym10
stock-trading10
sec9
deep-reinforcement-learning9
stable-baselines9
uncertainty9
temporal9
grid9
algorithmic-trading9
financial9
finance9
fintech9
visual-question-answering8
location8
distributed-computing8

Programming languages (9)

TypeScriptJavaC++RustTeXLuaJupyter NotebookPython

Github contributions (5)

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antolu/dotfiles

Mar 2023 - Feb 2025

Contributions:92 pushes, 2 branches in 1 year 11 months
antolu/qmk_firmware

Mar 2019 - Jul 2024

keyboard controller firmware for Atmel AVR and ARM USB families
Contributions:24 pushes in 5 years 5 months
controllerfirmwareavratmelusb
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Anton Lu - Doctoral Researcher at CERN