Martin Boden Email & Phone Number

Lausanne, Vaud, Suisse

Computational Science And Engineering Laboratory

PhD candidate at the Computational Science and Engineering Lab under the supervision of Professor Petros Koumoutsakos.Worked of a variety of projects at the intersection of fluid mechanics and machine learning: - Comparison of different machine learning data compression techniques for fluid simulations. - Development of artificial neural network (ANN) models for solving the Poisson equation. - Online learning pipelines for supervised learning in the limit of infinite data. - Uncertainty quantification and model comparison applied to epidemiological models. - Turbulence modelling for Large Eddy Simulation using ANNs. - Development of a state-of-the-art fluid solver using ANN libraries in Python, which enables full differentiation and GPU support.

Prof. Koumoutsakos

Prof. Zavadlav and Arampatzis

Vancouver, Colombie-Britannique, Canada

Master thesis at the Weather Forecast Research Team under the supervision of Professor Roland Stull.Development of a hybrid method combining recurrent neural networks ans numerical weather predictions to improve long-term wind speed forecasts and various wind farms across Canada.

Prof. Deparis

Lausanne, Vaud, Suisse

Semester projects at the Wind Engineering and Renewable Energy Laboraroty under the supervision of Professor Fernando Porté-Agel. Parameter study of numerical weather prediction models (WRF) applied to wind predictions over complex mountainous terrain.Error analysis of laser based wind measurement techniques using avirtual laser algorithm implemented into numerical simulations of windturbines

Vevey, Suisse

Development of a measurement tool for the concentration of suspended sediments in water using continuous measurements of turbidity.Work included hardware test, integration to automatic sampler for online control, real-time data processing and design of experimentalcampaigns.

Prof. Ricci

Phd Candidate, Computational Science And Engineering Laboratory

PhD candidate under the supervision of Professor Petros Koumoutsakos.

Master Thesis, Mechanical Engineering

Master Of Science (M.Sc.), Mechanical Engineering, Aero -Hydrodynamics

Minor in Computationnal Science and Engineering

Exchange Year, Mechanical Engineering

Bachelor Of Science (B.S.), Mechanical Engineering