SbS Community - SbS Community

Results: 1 - 20 of 27

Machine Learning

ChristophBecker

Christoph Becker

Faculty Faculty of Science
Department TCE (IBED)
Position Postdoctoral researcher
Email c.becker@uva.nl

Physics

Agent-based Models High Performance Computing Machine Learning Uncertainty Quantification

climate change mitigation energy transition and its impacts in social and ecological systems renewable energy sources

Jelke Bloem

Faculty Faculty of Humanities
Department Philosophy
Position Postdoctoral researcher
Other Affiliation Institute for Logic, Language and Computation
Email j.bloem@uva.nl

Informatics Languages and Literature Philosophy

Agent-based Models Information Theory Machine Learning

Distributional semantics Linguistics Natural Language Processing

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

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

RaquelFernandez

Raquel Fernández

Faculty Faculty of Science
Department Institute for Logic, Language and Computation
Position Associate Professor
Email raquel.fernandez@uva.nl

Informatics Languages and Literature

Machine Learning

Cognitive science Computational linguistics Natural Language Processing

MartinaFerraguti

Martina Ferraguti

Faculty Faculty of Science
Department TCE (IBED)
Position Marie Curie postdoc
Email m.ferraguti@uva.nl

Biology Ecology Life Sciences Zoology

GLMM LMM Machine Learning Random Forest System Dynamics

Avian malaria Ecology Emerging infection diseases Plasmodium Vector-borne diseases West Nile virus

Javier Garcia-Bernardo

Javier Garcia-Bernardo

Faculty Faculty of Social and Behavioral Sciences
Department Political Science
Position Research Fellow
Other Affiliation The Tax Justice Network
Email javier.garcia.bernardo@gmail.com

Business Economics Human Geography Political Science Sociology

Complex Networks Complex Systems Differential Equations High Performance Computing Machine Learning System Dynamics

economics social dynamics tax

Mario-Giulianelli

Mario Giulianelli

Faculty Faculty of Science
Department Institute for Logic, Language and Computation
Position PhD Candidate
Email m.giulianelli@uva.nl

Artificial Intelligence Informatics

Agent-based Models Machine Learning

Computational Dialogue Modelling Computational Pragmatics Computational Semantics Natural Language Processing

Jonas Haslbeck

Faculty Faculty of Social and Behavioral Sciences
Department Psychological Methods
Position Postdoc
Email jonashaslbeck@gmail.com

Psychology

Agent-based Models Complex Systems Differential Equations Machine Learning Numerical Methods System Dynamics

Dynamical systems models formal theories time series analysis

Jurjen Helmus

Faculty Faculty of Science
Department Computational Science Lab
Position PhD candidate
Other Affiliation senior researcher e-mobility at Amsterdam University of Applied Sciences
Email j.r.helmus@hva.nl

Engineering and Technology Informatics

Agent-based Models Complex Networks Complex Systems Machine Learning

agent based model Charging infrastructure electric vehicles infrastructures Policy by simulation

Jesper Kers

Faculty Faculty of Medicine
Department Pathology
Position Consultant kidney pathologist
Other Affiliation Van 't Hoff Institute for Molecular Sciences (HIMS), Leiden University Medical Center (LUMC)
Email j.kers@amsterdamumc.nl

Medicine and Health

High Performance Computing Machine Learning

artificial intelligence kidney transplantation molecular diagnostics

Anna Keuchenius

Anna Keuchenius

Faculty Faculty of Social and Behavioral Sciences
Department Sociology
Position PhD
Other Affiliation Institute for Advanced Studies
Email a.keuchenius@uva.nl

complexity science Sociology

Agent-based Models Complex Networks Complex Systems Machine Learning System Dynamics

Complexity science computational social science computational sociology cultural conflict diffusion of innovations network analysis signed networks social change social network analysis social systems sociology of science

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

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

Daniël Miedema

Faculty Amsterdam UMC Location AMC
Department Center for Experimental and Molecular Medicine
Position Postdoc
Email d.m.miedema@amsterdamumc.nl

Medicine and Health Physics

Agent-based Models Machine Learning

bionformatics genetics Modelling

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

RickQuax_pasfoto

Rick Quax

Faculty Faculty of Science
Department Computational Science Lab
Position Assistant Professor
Other Affiliation Institute for Advanced Studies
Email r.quax@uva.nl

Informatics

Agent-based Models Complex Networks Complex Systems Differential Equations Information Theory Machine Learning System Dynamics Uncertainty Quantification

complex systems dynamical systems emergent phenomena Information theory network science out-of-equilibrium dynamics

Debraj Roy

Faculty Faculty of Science
Department Computational Science Lab
Position Assistant Professor
Email D.Roy@uva.nl

Economics Human Geography Informatics Physics Sociology

Agent-based Models Complex Networks Complex Systems Differential Equations Discrete Choice Models Machine Learning System Dynamics

Climate Change Adaptation Poverty Traps Sustainable Development Goals Urban complexity

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

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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