Gijs Vermariën
Research Intern at SURF
's-Hertogenbosch, North Brabant, Netherlands
Summary
👤
Senior🎓
Top SchoolGijs Vermariën is a Dutch PhD candidate and research intern specializing in machine learning applications for astrochemistry, combining scientific ML, interpretable AI, and high-performance simulation work. He leads development of the open-source astrochemical simulation framework UCLCHEM and recently joined SURF’s High Performance Machine Learning team via the SURF-Intel AI4Science award to build hydrodynamical astrochemical autocomputors. With eight years of research and teaching experience across Leiden, TU Eindhoven and industry, he has applied graph neural networks to neutrino classification and worked on gravitational-wave simulation and differential-equation discovery. Comfortable moving between code, pedagogy and research, he designs hybrid classical–ML solvers and surrogate models to accelerate scientific simulations while emphasizing explainability. An uncommon asset is his track record of maintaining and growing a community-facing scientific codebase while conducting cutting-edge PhD research.
8 years of coding experience
2 years of employment as a software developer
Cambridge Advanced English, B, Cambridge Advanced English, B at University of CambridgeVWO, Natuur en techniek, VWO, Natuur en techniek at Lorentz Casimir LyceumBSc, Bachelor Applied Physics, BSc, Bachelor Applied Physics at Technische Universiteit EindhovenMaster of Science - MS, Astronomy and Data Science, Master of Science - MS, Astronomy and Data Science at Universiteit Leiden
Dutch, English
Stackoverflow
47reputation
1kreached
1answer
4questions
Github Skills (141)
hyperopt10
chemistry9
optuna9
equinox9
dynamical-systems9
equation9
differential-equations9
vue9
inky9
gitlab9
docker-compose8
simulations8
golang8
python8
zfs8
Programming languages (9)
Github contributions (5)
GijsVermarien/inky_resource_monitor
Aug 2019 - Sep 2022
A resource monitor for the inky phat display by Pimoroni
Contributions:11 commits, 1 PR, 2 pushes in 3 years 1 month
raspberry-pipythonmonitorpimoroniphat
PhIMaL/DeePyMoD
Oct 2020 - Jun 2021
Contributions:4 releases, 8 reviews, 20 commits in 7 months
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