Stefanie Günther

Staff Researcher at Lawrence Livermore National Laboratory

United States
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Summary

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Senior
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Stefanie Günther is a Staff Researcher at Lawrence Livermore National Laboratory with a decade of experience specializing in optimization for unsteady partial differential equations, adjoint sensitivity analysis, and parallel-in-time integration. She bridges applied mathematics and high-performance computing, advancing deep layer-parallel training methods and scalable optimization workflows for time-dependent systems. Her career spans top research institutions in the US and Germany, including postdoctoral work under the Sidney Fernbach Fellowship and collaborations at MIT and Argonne. Stefanie combines theoretical rigor from a Dr. rer. nat. in Computational and Applied Mathematics with practical software development for HPC, often tackling problems where sensitivity analysis and time-parallelism unlock new performance regimes. An uncommon strength is her focus on integrating adjoint methods directly into parallel-in-time frameworks, enabling both faster simulations and more efficient gradient-based design.
code10 years of coding experience
job9 years of employment as a software developer
bookDipl.-Math., Applied Mathematics, Dipl.-Math., Applied Mathematics at Universität Trier
bookDr. rer. nat., Computational and Applied Mathematics, Dr. rer. nat., Computational and Applied Mathematics at RWTH Aachen University
languagesGerman, English, French
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Github Skills (21)

quantum-algorithms10
quantum-computing10
parallel8
closed7
vim-plugin6
julia5
vim5
tabline5
solver5
constrained-optimization4
pytorch4
statusline4
neural-network4
nonsmooth-optimization3
vim-airline3

Programming languages (6)

JuliaC++CJupyter NotebookVim ScriptPython

Github contributions (5)

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llnl/quandary

Jul 2019 - Jan 2023

Optimal control for open quantum systems
Contributions:5 releases, 58 reviews, 1367 commits in 3 years 6 months
quantum-computingquantum-algorithmsopen-quantum-systemsoptimal-controlprototype
steffi7574/dotfiles

Feb 2016 - Aug 2024

Contributions:28 pushes, 1 branch in 8 years 7 months
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