Will Zywiec
Staff Scientist Engineer at University of California, Berkeley
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolWill Zywiec is a Staff Scientist Engineer with eight years of experience applying gamma-ray and neutron spectroscopy, machine learning, and risk analysis to nuclear safety problems at Lawrence Livermore National Laboratory. He blends hands-on nuclear operations experience from six years in the US Navy with advanced academics—a PhD focused on deep neural network metamodels of Monte Carlo radiation transport and an MSE in Systems Engineering—to translate complex simulation workflows into fast, reliable predictive tools. As a visiting lecturer at UC Berkeley, he bridges research and education while maintaining practical safety priorities (aptly summarized on GitHub as "Keeping the keff < 1"). His work spans nuclear criticality safety, rare-event estimation, and investment research, reflecting a knack for quantifying low-probability, high-consequence risks. Colleagues rely on him for rigorous, system-level solutions that combine probabilistic methods and modern ML to make high-fidelity physics models more tractable for decision-making.
8 years of coding experience
Johns Hopkins UniversityDoctor of Philosophy (PhD), Systems Engineering, Doctor of Philosophy (PhD), Systems Engineering at The George Washington UniversityBachelor of Science (BS), Nuclear Engineering, Bachelor of Science (BS), Nuclear Engineering at Rensselaer Polytechnic Institute
Github Skills (12)
facilities8
electrical-engineering7
hydrodynamics6
snl-applications6
modeling6
keras5
machine-learning4
storage4
scientific-visualization3
mesh3
database3
tensorflow3
Programming languages (2)
Github contributions (5)
willzywiec/willzywiec.github.io
May 2021 - Sep 2024
Contributions:137 pushes in 3 years 5 months
willzywiec/transport
Oct 2017 - Jan 2023
Contributions:55 pushes, 1 branch in 5 years 3 months
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