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Onderzoeker
Ward Quaghebeur
Profiel
Projecten
Publicaties
Activiteiten
Prijzen & Erkenningen
13
Resultaten
2025
Uncovering unknown dynamics in water resource recovery facilities with neural differential equations and Shapley value analysis
Ward Quaghebeur
Elena Torfs
Mostafa Khalil
Ingmar Nopens
Bernard De Baets
A1
Artikel in een tijdschrift
in
JOURNAL OF WATER PROCESS ENGINEERING
2025
2023
A hybrid modelling approach for reverse osmosis processes including fouling
Dorien Gaublomme
Ward Quaghebeur
Anse Van Droogenbroeck
Marjolein Vanoppen
Bart De Gusseme
Arne Verliefde
Ingmar Nopens
Elena Torfs
A1
Artikel in een tijdschrift
in
DESALINATION
2023
Hybrid models of dynamical systems : neural differential equations, Shapley value analysis and illustrations in water systems
Ward Quaghebeur
Ingmar Nopens
Bernard De Baets
Elena Torfs
Proefschrift
2023
2022
Hybrid differential equations : integrating mechanistic and data-driven techniques for modelling of water systems
Ward Quaghebeur
Elena Torfs
Bernard De Baets
Ingmar Nopens
A1
Artikel in een tijdschrift
in
WATER RESEARCH
2022
Hybrid modelling of water resource recovery facilities : status and opportunities
Mariane Yvonne Schneider
Ward Quaghebeur
Sina Borzooei
Andreas Froemelt
Feiyi Li
Ramesh Saagi
Matthew J. Wade
Jun-Jie Zhu
Elena Torfs
A1
Artikel in een tijdschrift
in
WATER SCIENCE AND TECHNOLOGY
2022
2021
Incorporating unmodeled dynamics into first-principles models through machine learning
Ward Quaghebeur
Ingmar Nopens
Bernard De Baets
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2021
Integrated hybrid modelling of water resource recovery facilities by coupling mechanistic and data-driven ODE models
Ward Quaghebeur
Elena Torfs
Bernard De Baets
Ingmar Nopens
C3
Conferentie
2021
Uncovering the hidden potential of online data in Reverse Osmosis : a data-driven model to predict fouling
Dorien Gaublomme
Anse Van Droogenbroeck
Ward Quaghebeur
Bart De Gusseme
Arne Verliefde
Ingmar Nopens
Marjolein Vanoppen
Elena Torfs
C3
Conferentie
2021
2020
Combining mechanistic and data-driven techniques for predictive modelling of wastewater treatment plants
Ward Quaghebeur
Bram De Jaegher
Bernard De Baets
Ingmar Nopens
C1
Conferentie
2020
Coupling mechanistic and data-driven models by means of neural differential equations to incorporate unmodeled dynamics
Ward Quaghebeur
David Fernandes del Pozo
Elena Torfs
Bram De Baets
Ingmar Nopens
C3
Conferentie
2020
2019
Lattice-based versus lattice-free individual-based models : impact on coexistence in competitive communities
Aisling Daly
Ward Quaghebeur
Tim Depraetere
Jan Baetens
Bernard De Baets
A1
Artikel in een tijdschrift
in
NATURAL COMPUTING
2019
2018
Coexistence in three-species cyclic competition : lattice-based versus lattice-free individual-based models
Aisling Daly
Ward Quaghebeur
Tim Depraetere
Jan Baetens
Bernard De Baets
C1
Conferentie
2018
2017
A more realistic model of microbial mobility and its effect on coexistence
Ward Quaghebeur
Aisling Daly
Jan Baetens
Bernard De Baets
C3
Conferentie
2017