MSc Graduates

Name Title Date
H. B. KaraaslanLeveraging probabilistic programming in causal inference for precision medicine2022 - 2024
N. SalmanAI-enabled automated Artemia imagery processing: identification, counting, measurement, and life cycle monitoring2023 - 2024
W. DemuynckTowards an integrated pandemic model to inform policymakers - Quantifying the life years lost due to long-COVID and postponed healthcare during the 2020-2021 SARS-CoV-2 pandemic2022 - 2023
J. DeygersA comparative study of diversity indices for assessing food biodiversity and its relation with mortality in Europe2022 - 2023
M. FatjanovThe potential of hyperdimensional computing for protein sequence representation2022 - 2023
H. JaspaertModelling ecological higher-order interactions and their effect on invasions2022 - 2023
J. LeusModelling chemical emissions at dredge disposal sites in the Belgian Part of the North Sea2022 - 2023
J.-H. NowéCountering illegal timbering by using multimodal machine learning2022 - 2023
N. TourneTwo-branch neural networks for predicting protein-DNA interaction2022 - 2023
Y. BaeDrug-drug interaction prediction for side effects, diseases, and cell lines using three-step kernel ridge regression2021 - 2022
A. BoeyCan an invasive species affect the response of a native seaweed to ocean warming?2021 - 2022
J. De LandsheereData-driven prediction of pharmaceutical granules' size2021 - 2022
L. De PauwEffect of pile driving on the seasonal and geographical distribution of the harbour porpoise (Phocoena Phocoena) in the Belgian part of the North Sea2021 - 2022
W. DecropComputational prediction of bacteria-phage interactions of Escherichia coli through omics data analysis and machine learning 2021 - 2022
B. GarréAnalysis of the circadian rhythm in dairy youngstock using computer vision2021 - 2022
A. MerckxThe art of summarising: looking for informative statistics to calibrate agent-based models2021 - 2022
S. SanteléModelling the effects of future marine heatwaves on North Sea bivalve molluscs2021 - 2022
D. SnoeckA data-based view for brewing2021 - 2022
B. SpanogheProbabilistic programming for Bayesian modeling and its applications in biology2021 - 2022
S. TaragolaAnalysis of the Standardized Precipitation Index on droughts in Flanders2021 - 2022
W. Van BelleAutomating the design of biological robots using MAP-Elites2021 - 2022
L. Van Der VekenAutomatic calibration of a conceptual rainfall-runoff model2021 - 2022
S. Van HoyeEvolution and design of metabolic networks using quality-diversity optimization algorithms2021 - 2022
Y. Van LaereDetection of 5mC modification in Nanopore sequencing data using deep learning2021 - 2022
S. Van ParysBIOBOTS: a new type of multicellularity2021 - 2022
M. VandewalleEnvironmental sustainability assessment of centralised and decentralised drinking water production 2021 - 2022
Q. Q. LiApplications of differentiable dynamic programming in biology2020 - 2021
E. LorrezQuantifying the environmental controls on African tropical forest dynamics through using a Granger causality framework2020 - 2021
J. LucaInvestigation of the impact of the corona measures on the air quality in Flanders2020 - 2021
K. RondouMicrostructure development in semi-liquid shortenings upon storage2020 - 2021
L. TheunissenA comparison of flat and hierarchical classification for automatic annotation of single-cell transcriptomics data2020 - 2021
J. VanhaeckeDe rol van predictiemodellen in de genetische vooruitgang van plantenteelt2020 - 2021
T. WillaertImproving classification by rejection of high epistemic uncertainty points2020 - 2021
K. ZhangDrug-target interaction prediction using multi-target prediction methods2020 - 2021
L. DaveyUsing artificial neural networks to uncover features in promoter sequences responsible for nonorthogonality in E. Coli2019 - 2020
B. De SaedeleerCombatting illegal timber trade using chemical fingerprints: the power of mathematics and mass spectrometry2019 - 2020
S. DierickxBayesian optimisation for modular design: BOMoD.jl2019 - 2020
T. NtumbaPrediction of water quality parameters of Flemish surface waters using machine learning techniques 2019 - 2020
S. OmarVochtdynamiek van biogebaseerde bouwmaterialen als levensduurbepalende parameter2019 - 2020
M. PerneelGebruik van machine learning methoden voor het voorspellen van productiekengetallen bij melkvee2019 - 2020
L. PollarisProtein secondary structure prediction using transformer networks2019 - 2020
G. TjonAutomative drinking water monitoring using flow cytometry data2019 - 2020
L. Van de SompelMachine learning for empowering the bio-economy: using lower rade feedstocks for the production of fatty aids at an industrial scale2019 - 2020
L. Van WaerebeekHow do temperature-nitrate interactions shape the sensitivity of a brown seaweed to global warming?2019 - 2020
T. VannestePredicting interactions between bacteria and their prophages based on genomic sequence data2019 - 2020
B. VerfailliePattern recognition in raman spectroscopy data for a faster labelling of subjects in multiple domains2019 - 2020
J. VermoutA data-driven approach to the design of new cocktail recipes 2019 - 2020
K. D'haeyerTowards a data-driven identification of the microbial "Rammanome"2018 - 2019
B. De ClercqForecasting tidal surge in the Lower Sea Scheldt using machine learning techniques2018 - 2019
G. De ClercqDeep learning for classification of DNA functional sequences2018 - 2019
A. DelooseAcoustic monitoring of bats with self-organizing maps 2018 - 2019
N. GoedersFight the illegal wood trade through chemical fingerprints : The power of mathematics and mass spectrometry2018 - 2019
A. PotokinBayesiaanse optimalisatie voor het ontwerpen van nieuwe enzybiotica2018 - 2019
S. TaelmanA dual computational approach to map domain architecture in phage lytic proteins2018 - 2019
S. TopVertical farming of lettuce: the influence of rhizosphere bacteria and substrates2018 - 2019
M. Van HaeverbekeDetection of m6a modifications in native RNA using Oxford Nanopore Technology2018 - 2019
D. BoeckaertsA computational study of bacteria-phage interactions to reveal determinants of phage-host specificity2017 - 2018
A. De GraeveDetecting climate drivers for vegetation extremes2017 - 2018
T. De NoodCellular automata for simulation of water transport in variably saturated soil2017 - 2018
K. De RoosInvloed van klimaatverandering op extreme debieten: een benadering op basis van vine-copula's2017 - 2018
L. HoebekeAutomated recognition of people and identification of animal species in camera trap images2017 - 2018
R. IngelsUnderstanding vegetation anomalies with machine learning methods2017 - 2018
M. MisonnePrediction of RNA polymerase-DNA interactions in Escherichia Coli2017 - 2018
I. Van BeverRuimtelijk discrete modellering van oppervlakkige afvoer in het Bulskampveld2017 - 2018
J. Van de VeldeEen vergelijkende studie van alternatieve retourperiodes voor hydraulisch ontwerp2017 - 2018
Z. Van MoerkerkeExploring the link between competition structure and long-term coexistence in in silico communities2017 - 2018
S. VanbesienMachine learning and pollination networks: the right flower for every bee2017 - 2018
T. VanlerbergheHierarchical multi-label classification of food products2017 - 2018
J. VerwiltModelling of Myxococcus xanthus populations and functional analysis of Pxr small RNA putative targets in Myxococcus xanthus2017 - 2018
L. BodynExploration of deep autoencoders for collaborative filtering on cooking recipes2016 - 2017
K. CoorevitsThe spread of myxomatosis in Belgium: A model-based reconstruction2016 - 2017
L. De VisscherTowards a real-time dynamic wildfire simulator for Belgium2016 - 2017
S. DecubberSpatiotemporal optimization of Granger causality methods for climate change attribution 2016 - 2017
J. HeyseDevelopment and application of single-cell analysis tools for the study of sympatric bacterial populations2016 - 2017
T. MortierModeling of climate-vegetation dynamics using machine learning techniques in a non-linear Granger causality framework2016 - 2017
W. QuaghebeurIndividual-based modelling of biodiversity in microbial communities2016 - 2017
D. SchaumontEen integratieve benadering gebaseerd op random forest voor de verbeterde predictie van exon-intron juncties2016 - 2017
X. YinDiscovering relationships in climate-vegetation dynamics using dynamic feature selection techniques2016 - 2017
C. ZhangVisualization and unsupervised learning of flow cytometry data for bacterial identication2016 - 2017
F. ZoeterEen uitbreiding van het gewijzigde Bartlett-Lewis neerslagmodel met behulp van copulas2016 - 2017
A. DepickerRisk analysis and spatio-temporal modeling of wildfires in Belgium2015 - 2016
T. FocquetLinear algebra solver for combined sparse/dense system equations2015 - 2016
F. RamonA data-driven analysis of ingredients in cooking recipes2015 - 2016
L. TillemanIn silico engineering van cytochroom P450 via machine learning technieken2015 - 2016
A. Van den HoveHet ontwerpen van een zwarte koolstof kaart van stadsregio Gent voor gebruik bij routing problemen2015 - 2016
S. VriensEen habitatgeschiktheidskaart voor de oehoe: kennisgebaseerde versus datagedreven modellering2015 - 2016
J. De ReuAnalyse van voorspellingsmodellen voor aardappelziekten en hun toepasbaarheid in Vlaanderen2014 - 2015
T. DepraetereTransient coexistence in non-deterministic cyclic species competition2014 - 2015
W.K. TsangAssessing pathogen invasion based on community evenness and metabolic similarity2014 - 2015
M. De ClercqPrediction of ingredient combinations using machine learning techniques2013 - 2014
M. GhijsSpatio-temporal modeling of filter cake formation in membrane bioreactors2013 - 2014
A. GistelinckEnhanced spatio-temporal modelling of basal water beneath ice sheets2013 - 2014
R. Van de VijverEen experimentele studie van gekoppelde, niet-lineaire chemische oscillatoren2013 - 2014
W. Van der MeerenStability of stochastic cellular automata2013 - 2014
A. KeunenSpatio-temporele, datagedreven modellering van natuurbranden2012 - 2013
A. De PaepeThe prediction of interaction between mRNA and miRNA using machine learning techniques2012 - 2013
N. NicolaïExperimental design for multi-enzyme processes2012 - 2013
N. VanheuverbekeDatagedreven modellering van dierenmigratie aan de hand van brownse bruggen2012 - 2013
M. De SchagtEfficiënte parallellisatie van cellulaire automaten2011 - 2012
M. StockLearning pairwise relations in bioinformatics: three case studies2011 - 2012
M. BrackxAutomatisch determineren van bomen op basis van beeldmateriaal met behulp van machine learning technieken2010 - 2011
D. De WildeModellering van mycelium netwerken in complexe substraten 2010 - 2011
L. EyermanParametrisatie van een ruimtelijk expliciet epidemiologisch model CASIR2010 - 2011
J. VandepitteOntwikkeling van een gepersonaliseerde webtool voor de predictie van aarfusarium 2010 - 2011
W-J. VanhauteParametrisatie van stochastische neerslagmodellen door middel van heuristische zoektechnieken 2010 - 2011
D. Van AudenhoveAnalyse van spectrum- en sequentie-gebaseerde similariteitsmaten van bacteriën met behulp van machine learning technieken 2009 - 2010
P. Van der WeeënOntwikkeling en validatie van discrete spatio-temporele modellen ter beschrijving van scheikundige processen 2009 - 2010
J. VandepitteVoorspellen van Fusarium spp. aanwezigheid en DON concentraties in wintertarwe met machine learning technieken 2009 - 2010
D. BaeleDynamische metabolische modellering: analyse van controlecoëfficiënten en evaluatie van B-spline datasmoothers2008 - 2009
B. DebusscherOntwikkeling van een routeplanningstool met behulp van intelligente technieken2008 - 2009
S. GielenSimulatiestudie van microbiële diversiteit bij nitrificatie in biofilmreactoren2008 - 2009
D. JacopsIdentificatie van de kinetiek in metabolische modellen: een genetische algoritmen gebaseerde aanpak2007 - 2008
S. LandschootMarkov Chain Monte Carlo methodes voor verwantschapsanalyse in de plantenveredeling2007 - 2008
S. VandenbergheFrequentie-analyse van de 105-jarige neerslagtijdreeks te Ukkel met behulp van copulas2007 - 2008
D. CurversModelleren van de elektro-osmotische ontwatering van afvalwaterslib2004 - 2005
S. LievensStudie en implementatie van instantie-gebaseerde algoritmen voor destillatie-eenheden2003 - 2004
E. Van BroekhovenToepasbaarheid van vage technieken bij de procesvoering van destillatie-eenheden2001 - 2002