Boris Bonev
Senior Research Scientist at NVIDIA
Zurich, Zurich, Switzerland
Summary
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Rockstar🎓
Top SchoolBoris Bonev is a Senior Research Scientist at NVIDIA with nine years of experience bridging applied mathematics, numerical linear algebra and machine learning to solve large-scale scientific problems. He holds a PhD from EPFL where he developed linear-complexity solvers and numerical methods for wave and tsunami simulation, and at NVIDIA has led development of scalable ML models and model-parallel training across thousands of GPUs. His work includes creating Spherical Fourier Neural Operators and torch-harmonics for differentiable spherical harmonic transforms, applying physics-informed ML to weather and climate prediction. Boris combines deep theoretical rigor with production-facing engineering—contributing to high-performance open-source tooling for scalable scientific ML—bringing a rare fluency in both algorithm design and GPU-scale systems.
9 years of coding experience
7 years of employment as a software developer
Bachelor's degree, Physics, Bachelor's degree, Physics at University of StuttgartDoctor of Philosophy - PhD, Applied Mathematics, Doctor of Philosophy - PhD, Applied Mathematics at EPFL (École polytechnique fédérale de Lausanne)
German, English, Japanese, French, Bulgarian, Spanish
Github Skills (38)
pytorch10
programming-language10
signal-processing10
machine-learning10
hpc10
neural-operator10
partial-differential-equations10
tensorly10
science10
linear-algebra10
sphere10
julia10
numerical9
climate-model9
python9
Programming languages (5)
Github contributions (5)
bonevbs/ml_notebooks
Nov 2021 - Aug 2022
Contributions:39 commits, 30 pushes, 1 branch in 9 months
bonevbs/nodal-dg-extension
Jan 2020 - Jun 2021
Contributions:18 commits, 13 pushes, 1 branch in 1 year 5 months
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