Niklas Götz
Member Of Technical Staff - Large Model Data
Frankfurt, Hesse, Germany
Summary
👤
Senior🎓
Top SchoolNiklas Götz is a computational physicist-turned-software engineer with 10 years of experience building high-performance simulation and data pipelines for scientific and industrial problems. He recently completed a PhD in Theoretical and Computational Nuclear Physics, combining large-scale HPC simulations of heavy-ion collisions with Bayesian inference, statistical modeling, and machine learning to extract transport coefficients under extreme conditions. Equally comfortable in Python and C++, he has a proven track record of shipping robust, well-tested scientific software and automated quality-control systems that are widely used in his field. His background includes introducing generative ML methods into high-energy physics and packaging them for non-experts, reflecting a talent for turning advanced research into practical tools. Fluent in French and experienced mentoring students across interdisciplinary teams, he thrives in multicultural, research-driven environments. Currently at Black Forest Labs, he focuses on large-model data problems that bridge physics-informed modeling and scalable ML engineering.
10 years of coding experience
Doctor of Philosophy - PhD Theoretical Nuclear/Particle Physics, Doctor of Philosophy - PhD Theoretical Nuclear/Particle Physics at Frankfurt Institute for Advanced StudiesHigh School Diploma General Secondary Education and A-Levels, High School Diploma General Secondary Education and A-Levels at Jack-Steinberger-Gymnasium Bad KissingenFrench language and literature CEFR C1, French language and literature CEFR C1 at EurocentresMaster of Science - MS High Energy Physics, Master of Science - MS High Energy Physics at École PolytechniqueBachelor of Science - BS Mathematical Physics, Bachelor of Science - BS Mathematical Physics at The Julius Maximilians University of WürzburgMaster of Science - MS High Energy Physics, Master of Science - MS High Energy Physics at ETH ZürichEnglish for Engineering, English for Engineering at Eurocentres Language Schools
German, English, French, Latin, Spanish, Hindi
Github Skills (19)
observables10
normalizing10
sampling9
density-estimation9
hydrodynamics8
stochastic-processes8
particle-physics8
nuclear-physics7
data-analysis7
procedure6
3d6
machine-learning6
deep-learning5
sampler4
crossword2
Programming languages (5)
Github contributions (5)
NGoetz/NF
Apr 2020 - Mar 2021
Contributions:35 commits, 36 pushes, 1 branch in 11 months
NGoetz/vhlle
Oct 2021 - Jun 2024
vHLLE : a 3D viscous hydrodynamic code for heavy ion collision modeling
Contributions:66 pushes, 11 branches in 2 years 8 months
3d
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