Boris Bonev Email & Phone Number

Zurich, Switzerland

- Research and development of ML algorithms with applications in Science and Technology- Developed ML models and tools for scalable training on 1000s of GPUs: https://github.com/NVIDIA/makani

Zurich, Switzerland

Research and Development of novel numerical and ML algorithms for Scientific applications such as Numerical Weather and Climate Prediction.- Developed Spherical Fourier Neural Operators (SFNO)- Created torch-harmonics, a library for differentiable Spherical Harmonic Transforms, powering SFNOs- Work on scalable model-parallelism enabling our models to run and train on thousands of GPUs

Lausanne, Vaud, Switzerland

PhD studies with a focus on numerical methods for wave problems. Research and development of computational linear algebra methods for solving linear systems in linear complexity. Development of numerical algorithms and models for efficient simulation of large-scale tsunamis.

I was the principal assistant for responsible for the exercise sessions of the courses "Analysis 3" and "Probability and Statistics". My responsibilities included creating exercises, supervision and organization of student teaching assistants. Prior to that, I taught as graduate teaching assistants courses in "Analysis 1,2,3", "Linear Algebra" and "Probability and Statistics".

Munich, Bavaria, Germany

Research in machine learning algorithms for physics-guided fluid simulations. Design of various deep learning architectures such as variational autoencoders, CNNs and GANs. Work on coupling physics simulations to machine learning frameworks and differentiable physics simulations.

Doctor Of Philosophy - Phd, Applied Mathematics

Thesis work on "Efficient Algorithms for wave problems". Focus on numerical linear algebra algorithms for sparse linear systems.

Bachelor'S Degree, Physics

Bachelor thesis in Statistical Physics on the collective transport of molecular motors. Focus on Theoretical Physics and Computational.

Master'S Degree, Aerospace, Aeronautical And Astronautical Engineering

Master thesis on the simulation of the shallow water equations using the discontinuous Galerkin method. Focus on computational fluid.

Bachelor'S Degree, Aerospace, Aeronautical And Astronautical Engineering