KERMIT -- Research Unit Knowledge-based Systems

Baetens Jan

jan.baetens@ugent.be
@KERMIT, office 110.060
(+32) 9 264.59.40

Baetens Jan
https://orcid.org/0000-0003-4084-9992
Biblio UGent
Google Scholar

Research Interests: Spatially explicit modelling of biological and natural processes

Courses

Calculus
Spatio-temporal Models
Mathematics I
Mathematics II
Calculus I
Linear Algebra and Calculus II

Biography

Name:

Journal papers Conference papers

Journal papers

All
2023 (1)
2022 (6)
2021 (6)
2020 (9)
2019 (9)
2018 (10)
2017 (9)
2016 (7)
2015 (5)
2014 (1)
2013 (6)
2012 (5)
2011 (2)
2010 (1)
2009 (2)

(5) On the decomposition of stochastic cellular automata
W. Bolt, J.M. Baetens and B. De Baets
(2015) JOURNAL OF COMPUTATIONAL SCIENCE. 11, 245-257.

(4) The impact of initial evenness on biodiversity maintenance for a four-species in silico bacterial community
A.J. Daly, J.M. Baetens and B. De Baets
(2015) JOURNAL OF THEORETICAL BIOLOGY. 387, 189-205.

(3) Automated image-based analysis of spatio-temporal fungal dynamics
G. Vidal-Diez de Ulzurrun, J.M. Baetens, J. Van den Bulcke, C. Lopez-Molina, I. De Windt and B. De Baets
(2015) FUNGAL GENETICS AND BIOLOGY. 84, 12-25.

(2) A dynamical systems approach to the discrimination of the modes of operation of cryptographic systems
J. Machicao, J.M. Baetens, A.G. Marco, B. De Baets and O.M. Bruno
(2015) COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION. 29, 102-115.

(1) Unsupervised ridge detection using second order anisotropic Gaussian kernels
C. Lopez-Molina, G. Vidal-Diez de Ulzurrun, J.M. Baetens, J. Van den Bulcke and B. De Baets
(2015) SIGNAL PROCESSING. 116, 55-67.

Conference papers

All

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Editor

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Awards

Date	Title
30/04/2018	Ron Cockcroft Award and Gareth Williams Award for Liselotte De Ligne
04/06/2017	Richard J. Ziobro Award for Liselotte De Ligne
16/05/2016	Ron Cockcroft Award for Guillermo Vidal-Diez de Ulzurrun
26/07/2012	Third Place at the COST Green Engineering Camp
20/07/2009	Best Student Paper Award for Jan Baetens

Students

PhD Students

Name	Research Topic
De Visscher Lander	Simulation-based inference with agent-based models
Barhdadi Wissam	Spatially explicit modelling of marine ecosystems
Rollier Michiel	Spatial modelling of the COVID-19 outbreak in Belgium
Vispoel Milan	Behaviour, sensitivity and stability of k-state cellular automata
Van Giel Thomas	Mathematical modelling of invasion and higher-order interactions in ecosystems
Alleman Tijs	Modeling of communicable disease dynamics for policymaking, health economics, control theory
Van Wesemael Tim	Epidemiological modeling and opinion formation on networks

Affiliated
Botter-Kuisch Hanna	Spatio-temporal and species-specific modeling of drying and dimensional stability of tropical wood
Delva Soria	Adaptation and acclimation potential in a rapidly changing marine environment: a case study of the brown seaweed Dictyota dichotoma in Europe
Baldoquin Rodriguez Waldemar	Impact evaluation of interventions, addressing spatio-temporal transmission heterogeneity and human mobility, to control arboviruses

MSc Students

Name	Research Topic
De Pauw Lukas	The effect of construction of windmill farms on the presence of porpoise in the Belgian part of the North Sea
Gheysen Matthias	Explorations of the discrete universe: beyond elementary cellular automata
Demuynck Wolf	Towards an operational epinomic model to support pandemic policy and increase pandemic preparedness
Jaspaert Hanna	Modelling ecological invasions to unravel resistance strategies

Affiliated
Marisah Saman Rachel	Analysis of the influence of physical and anatomical features in drying of tropical hardwood species

Graduates

PhD Students

Name	Title	Date
D. Avila Alonso	Marine phytoplankton response to environmental stressors associated with climate change	11/01/2022
L. De Ligne	Fungal susceptibility of bio-based building materials	02/03/2021
G.H. Barboni Miranda	Towards spatially explicit modeling on networks: understanding patterns & describing processes	28/05/2019
W. Naessens	Towards improved membrane fouling modelling: from an empirical to a spatially explicit framework	09/01/2019
S. Van Nieuland	Analysis and modeling of biological movement phenomena based on telemetric observations	05/10/2018
A.J. Daly	Putting ecological theories to the test: individual-based simulations of synthetic microbial community dynamics	18/10/2017
G. Vidal-Diez de Ulzurrun	Fungal growth modelling and assessment: towards a three-dimensional spatially explicit fungal growth model	10/02/2017

MSc Students

Name	Title	Date
A. Merckx	The art of summarising: looking for informative statistics to calibrate agent-based models	2021 - 2022
S. Omar	Vochtdynamiek van biogebaseerde bouwmaterialen als levensduurbepalende parameter	2019 - 2020
L. Van Waerebeek	How do temperature-nitrate interactions shape the sensitivity of a brown seaweed to global warming?	2019 - 2020
Z. Van Moerkerke	Exploring the link between competition structure and long-term coexistence in in silico communities	2017 - 2018
T. De Nood	Cellular automata for simulation of water transport in variably saturated soil	2017 - 2018
I. Van Bever	Ruimtelijk discrete modellering van oppervlakkige afvoer in het Bulskampveld	2017 - 2018
J. Verwilt	Modelling of Myxococcus xanthus populations and functional analysis of Pxr small RNA putative targets in Myxococcus xanthus	2017 - 2018
W. Quaghebeur	Individual-based modelling of biodiversity in microbial communities	2016 - 2017
K. Coorevits	The spread of myxomatosis in Belgium: A model-based reconstruction	2016 - 2017
L. De Visscher	Towards a real-time dynamic wildfire simulator for Belgium	2016 - 2017
S. Vriens	Een habitatgeschiktheidskaart voor de oehoe: kennisgebaseerde versus datagedreven modellering	2015 - 2016
A. Depicker	Risk analysis and spatio-temporal modeling of wildfires in Belgium	2015 - 2016
T. Depraetere	Transient coexistence in non-deterministic cyclic species competition	2014 - 2015
W. Van der Meeren	Stability of stochastic cellular automata	2013 - 2014
M. Ghijs	Spatio-temporal modeling of filter cake formation in membrane bioreactors	2013 - 2014
A. Gistelinck	Enhanced spatio-temporal modelling of basal water beneath ice sheets	2013 - 2014
R. Van de Vijver	Een experimentele studie van gekoppelde, niet-lineaire chemische oscillatoren	2013 - 2014
A. Keunen	Spatio-temporele, datagedreven modellering van natuurbranden	2012 - 2013
N. Vanheuverbeke	Datagedreven modellering van dierenmigratie aan de hand van brownse bruggen	2012 - 2013

Baetens Jan

Courses

Biography

Journal papers

Conference papers

Editor

Awards

Students

PhD Students

Affiliated

MSc Students

Affiliated

Graduates

PhD Students

MSc Students