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dr. GAK (George) van Voorn

dr. GAK (George) van Voorn

Associate Professor Applied Modelling & Machine Learning

Biography

Biography
Biometris Homepage

All publications

My work focuses on the development and application of modelling methodologies, mainly applied in the agri-food and ecological domains. Important methodological topics I currently work on are:

  • Hybrid machine learning for applications in crop modelling and ecology;
  • Dynamical systems based models, such as stochastic differential equations;
  • Agent based models for various socio-ecological applications, primarily in the agri-food domain;
  • The modelling of resilience of Socio-ecological Systems (SES), such as agri-food systems;
  • The development of analysis methodologies like sensitivity analysis for ABMs.

Previously I have done work on:

I am a course coordinator of the course MAT15003 (mathematics 3: linear algebra), and co-coordinator of SSB-30806 Modelling in Systems Biology and some other modelling courses. I also coordinate PhD courses and Summer Schools on mathematics and Agent Based Modelling.

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About

Personal information

Address

Droevendaalsesteeg 1
6708PB WAGENINGEN

Building

Radix Westvleugel
107/Flex

Secretary

+31317484085

Expertise

Climate change, Mathematics, Research quality assessment, Computer simulation, Differential equations, Dynamic systems, Ecological modeling, Algorithms, Analytical methods, Modeling, Uncertainty analysis, Bifurcation analysis, Ecosystem modelling, Time series analysis, Tipping points, Complex systems, Agent based modelling, Machine learning

Subdivision

Mathematical and Statistical Methods (MAT)