Nicolas Boumal
Associate Professor In Mathematics
Switzerland
Summary
👤
Senior🎓
Top SchoolNicolas Boumal is an associate professor in mathematics at EPFL with 12 years of research and academic experience focused on optimization, numerical methods, and data processing. His work spans Riemannian and convex optimization, bridging theoretical advances with practical applications in statistics and large-scale inverse problems. He progressed from a PhD in computational and applied mathematics to postdoctoral research at Inria and faculty positions at Princeton before joining EPFL, demonstrating sustained contributions to both teaching and research. Known for attacking application-driven theoretical questions, he blends rigorous analysis with algorithmic design for real-world data challenges. Based in Switzerland, he maintains an active research profile—publishing, mentoring, and translating optimization theory into computational tools. An uncommon strength is his track record of moving between deep theory and hands-on numerical methods, informed by early internships tackling seismic inverse problems at MIT.
11 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy (PhD) Computational and Applied Mathematics, Doctor of Philosophy (PhD) Computational and Applied Mathematics at Université catholique de Louvain
French, English, Dutch
Stackoverflow
101reputation
0reached
1answer
0questions
Github Skills (36)
toolbox10
matlab10
manifold10
differentiation10
derivative10
optimization10
octave9
autodiff9
python9
automatic-differentiation9
root-finding8
machine-learning8
julia7
latex6
warnings6
Programming languages (5)
Github contributions (5)
guohuayan/manopt
Jun 2014 - Jun 2019
Manopt, a Matlab toolbox for optimization on manifolds
Contributions:778 commits in 5 years
matlab-toolboxmanoptmatlabtoolboxoptimization
NicolasBoumal/manopt
Jun 2014 - Jan 2023
Manopt, a Matlab toolbox for optimization on manifolds
Contributions:2 reviews, 895 commits, 43 PRs in 8 years 8 months
matlab-toolboxmanoptmatlabtoolboxoptimization
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