Daan Crommelin Faculty Faculty of Science Department Mathematics Position Professor Other Affiliation Centrum Wiskunde & Informatica Email Daan.Crommelin@cwi.nl Academic Field Mathematics Methods Differential Equations Machine Learning Monte Carlo Numerical Methods Uncertainty Quantification Keywords climate science applications data-driven methods multiscale dynamical systems rare event simulation stochastic modeling Uncertainty Quantification
Alfons Hoekstra Faculty Faculty of Science Department Informatics Institute Position Professor Email a.g.hoekstra@uva.nl Academic Field Computational Science Methods Agent-based Models Complex Networks Complex Systems Differential Equations Discrete Event Models Finite Volume/Element High Performance Computing Lattice Boltzmann Monte Carlo Numerical Methods System Dynamics Uncertainty Quantification Keywords Computational Science applied to biomedical systems High Performance Computing hybrid modelling the virtual physiological human Uncertainty Quantification
Valeria Krzhizhanovskaya Faculty Faculty of Science Position Lecturer, researcher Email v.krzhizhanovskaya@uva.nl Academic Field Informatics Physics Methods Agent-based Models Complex Networks Complex Systems Differential Equations Discrete Choice Models Discrete Event Models Finite Volume/Element High Performance Computing Machine Learning Monte Carlo Numerical Methods System Dynamics Uncertainty Quantification Keywords Data-driven multiscale modelling and simulation early warning systems Uncertainty Quantification
Dongwei Ye Faculty Faculty of Science Department Computational Science Lab Position PhD Student Email d.ye@uva.nl Academic Field Engineering and Technology Life Sciences Physics Methods Differential Equations High Performance Computing Lattice Boltzmann Machine Learning Numerical Methods Uncertainty Quantification Keywords machine learning Surrogate Modeling Uncertainty Quantification