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Monte Carlo

Daan Crommelin

Faculty Faculty of Science
Department Mathematics
Position Professor
Other Affiliation Centrum Wiskunde & Informatica
Email Daan.Crommelin@cwi.nl

Mathematics

Differential Equations Machine Learning Monte Carlo Numerical Methods Uncertainty Quantification

climate science applications data-driven methods multiscale dynamical systems rare event simulation stochastic modeling Uncertainty Quantification

FabianDablander

Fabian Dablander

Faculty Faculty of Social and Behavioral Sciences
Department Psychological Methods
Position PhD Candidate
Email dablander.fabian@gmail.com

Psychology

Complex Networks Differential Equations Monte Carlo

Bayesian statistics Causal Inference Early Warning Signals Network Models

CleliadeMulatier

Clélia de Mulatier

Faculty Faculty of Science
Department Institute of Physics
Position Assistant Professor
Email c.m.c.demulatier@uva.nl

Physics

Complex Networks Complex Systems Differential Equations Information Theory Monte Carlo

Information theory statistical inference Statistical physics of complex systems stochastic processes

Dirk Faber

Faculty Faculty of Medicine
Department Biomedical Engineering and Physics
Position Assistant Professor
Email d.j.faber@amsterdamumc.nl

Physics

Machine Learning Monte Carlo Numerical Methods

biomedical optics optical coherence tomography optical spectroscopy

Alfons Hoekstra

Alfons Hoekstra

Faculty Faculty of Science
Department Informatics Institute
Position Professor
Email a.g.hoekstra@uva.nl

Computational Science

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

Computational Science applied to biomedical systems High Performance Computing hybrid modelling the virtual physiological human Uncertainty Quantification

Drona Kandhai

Faculty Faculty of Science
Department Computational Science Lab
Position Professor
Email b.d.kandhai@uva.nl

Computational Science Informatics

Agent-based Models Complex Networks Complex Systems Monte Carlo Numerical Methods

Complexity Finance Derivatives Pricing Models Numerical Algorithms

ValeriaKrzhizhanovskaya

Valeria Krzhizhanovskaya

Faculty Faculty of Science
Position Lecturer, researcher
Email v.krzhizhanovskaya@uva.nl

Informatics Physics

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

Data-driven multiscale modelling and simulation early warning systems Uncertainty Quantification

Edan Lerner

Faculty Faculty of Science
Department Institute for Theoretical Physics
Position Associate Professor
Email e.lerner@uva.nl

Physics

Discrete Event Models High Performance Computing molecular dynamics Monte Carlo Numerical Methods

Elasticity Glasses Plasticity Statistical Physics the Glass Transition the Yielding Transition

Gabriela Lunansky

Gabriela Lunansky

Faculty Faculty of Social and Behavioral Sciences
Department Psychological Methods
Position PhD Student
Email glunansky@gmail.com

Psychology

Complex Networks Complex Systems Monte Carlo System Dynamics

network theory psychological networks resilience

Maarten Marsman

Maarten Marsman

Faculty Faculty of Social and Behavioral Sciences
Department Psychology
Position Assistant Professor
Email m.marsman@uva.nl

Psychology Statistics

Complex Networks Monte Carlo Numerical Methods Uncertainty Quantification

Bayesian statistics network modeling psychometrics

ValentinMelnikov

Valentin Melnikov

Faculty Faculty of Science
Position Post-doctoral researcher
Email v.melnikov@uva.nl

Informatics Mathematics Psychology Sociology

Agent-based Models Complex Networks Complex Systems Differential Equations Discrete Choice Models High Performance Computing Machine Learning Monte Carlo Numerical Methods System Dynamics Uncertainty Quantification

agent-based modelling human behaviour system dynamics urban systems

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Isaak Mengesha

Faculty Faculty of Science
Department Informatics Institute
Position PhD Candidate
Other Affiliation Simon Institute for Longterm Governance
Email i.a.mengesha@uva.nl

Economics Mathematics Philosophy Physics

Agent-based Models Complex Networks Complex Systems Information Theory Monte Carlo Numerical Methods Uncertainty Quantification

Global Poverty Improving Institutional Decision Making Longterm Governance Poverty Traps

Rik_Oldenkamp_cropped

Rik Oldenkamp

Faculty Amsterdam UMC Location AMC
Department Amsterdam Institute for Global Health and Development
Position Postdoctoral researcher
Email r.oldenkamp@aighd.org

Business Environmental Science Medicine and Health

Agent-based Models Differential Equations Monte Carlo Uncertainty Quantification

Antimicrobial resistance Environmental health Infectious disease dynamics

Andy Pimentel

Faculty Faculty of Science
Department Informatics Institute
Position Full Professor
Email a.d.pimentel@uva.nl

Informatics

Discrete Event Models High Performance Computing Machine Learning Monte Carlo

Design space exploration Hardware/software co-design Performance and power analysis Run-time resource management System-level design of multi-core (embedded) computer systems System-level modeling and simulation of computer systems

Marten Postma

Faculty Faculty of Science
Department SILS
Position Assistant Professor
Email m.postma@uva.nl

Biology Life Sciences

Complex Networks Differential Equations Finite Volume/Element Monte Carlo System Dynamics

Cell biology Imaging Signalling

fernando_santos-2

Fernando P. Santos

Faculty Faculty of Science
Department Informatics Institute
Position Assistant Professor
Email f.p.santos@uva.nl

Informatics

Agent-based Models Complex Networks Complex Systems Differential Equations Machine Learning Monte Carlo Numerical Methods

Cooperation and Fairness dynamics evolutionary game theory Fairness and transparency in AI network science

Gijs Schumacher

Gijs Schumacher

Faculty Faculty of Social and Behavioral Sciences
Department Political Science
Position Associate Professor
Other Affiliation Hot Politics Lab
Email g.schumacher@uva.nl

Political Science

Agent-based Models Discrete Choice Models Monte Carlo

Emotions Physiology political competition politics Rhetoric

Vivek Sheraton M

Vivek Sheraton M

Faculty Amsterdam UMC Location AMC
Department Center for Experimental and Molecular Medicine
Position Postdoctoral Researcher
Other Affiliation v.s.muniraj@uva.nl
Email v.s.muniraj@amsterdamumc.nl

Biology Engineering and Technology

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

Glazier-Graner-Hogeweg model Immune system modelling Mass transfer kinetics Spatio-temporal dynamics

Peter Sloot

Faculty Faculty of Science
Department Informatics Institute
Position Professor
Other Affiliation Scientific Director at UvA Institute for Advanced Study, Director and Professor of Complex Systems at NTU Singapore
Email p.m.a.sloot@uva.nl

Informatics Physics

Agent-based Models Complex Networks Complex Systems Differential Equations Information Theory Lattice Boltzmann Monte Carlo multi-scale models System Dynamics

How nature processes information

Sumit Sourabh

Faculty Faculty of Science
Department Computational Science Lab
Position Researcher
Email s.sourabh@uva.nl

Economics Informatics Logic Mathematics

Agent-based Models Complex Networks Complex Systems Information Theory Machine Learning Monte Carlo Numerical Methods

computational finance contagion Systemic risk

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