Researcher
Ward Quaghebeur
Affiliations
- Department of Data analysis and mathematical modelling (Department)
Member
From1 Jan 2019 → 24 Sep 2023
Projects
1 - 1 of 1
- Deep reinforcement learning as a control strategy for wastewater treatment plantsFrom1 Jan 2019 → 31 Dec 2022Funding: FWO Strategic Basic Research Grant
Publications
1 - 9 of 9
- A hybrid modelling approach for reverse osmosis processes including fouling(2023)
Authors: Dorien Gaublomme, Ward Quaghebeur, Anse Van Droogenbroeck, Marjolein Vanoppen, Bart De Gusseme, Arne Verliefde, Ingmar Nopens, Elena Torfs
- Hybrid differential equations : integrating mechanistic and data-driven techniques for modelling of water systems(2022)
Authors: Ward Quaghebeur, Elena Torfs, Ingmar Nopens
- Incorporating unmodeled dynamics into first-principles models through machine learning(2021)
Authors: Ward Quaghebeur, Ingmar Nopens
Pages: 22014 - 22022 - Combining mechanistic and data-driven techniques for predictive modelling of wastewater treatment plants(2020)
Authors: Ward Quaghebeur, Bram De Jaegher, Ingmar Nopens
Number of pages: 1 - Coupling mechanistic and data-driven models by means of neural differential equations to incorporate unmodeled dynamics(2020)
Authors: Ward Quaghebeur, David Fernandes del Pozo, Elena Torfs, Bram De Baets, Ingmar Nopens
Number of pages: 1 - A more realistic model of microbial mobility and its effect on coexistence(2017)
Authors: Ward Quaghebeur, Aisling Daly, Jan Baetens, Bernard De Baets
Number of pages: 1 - Hybrid modelling of water resource recovery facilities : status and opportunities
Authors: Mariane Yvonne Schneider, Ward Quaghebeur, Sina Borzooei, Andreas Froemelt, Feiyi Li, Ramesh Saagi, Matthew J. Wade, Jun-Jie Zhu, Elena Torfs
Pages: 2503 - 2524 - Lattice-based versus lattice-free individual-based models : impact on coexistence in competitive communities
Authors: Ward Quaghebeur, Tim Depraetere
Pages: 855 - 864 - Coexistence in three-species cyclic competition : lattice-based versus lattice-free individual-based modelsVolume: 11115
Authors: Ward Quaghebeur, Tim Depraetere, Giancarlo Mauri, Samira El Yacoubi, Alberto Dennunzio, Katsuhiro Nishinari, Luca Manzoni
Pages: 115 - 124