Academic Bibliography

Search 200 years of publications by Ghent University researchers.

dr. Elena Torfs

Faculty of Bioscience Engineering > Department of Data analysis and mathematical modelling

ORCID iD: 0000-0002-5629-6950

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Good modeling practice for calibration applied to ion exchange breakthrough prediction

Daniel Illana González (UGent) , Mariane Y. Schneider (UGent) , Juan Pablo Gallo (UGent) , Ingmar Nopens (UGent) and Elena Torfs (UGent)

(2025) SEPARATION AND PURIFICATION TECHNOLOGY. 364.
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- Journal Article
- A1
- open access
Uncovering unknown dynamics in water resource recovery facilities with neural differential equations and Shapley value analysis

Ward Quaghebeur, Elena Torfs (UGent) , Mostafa Khalil, Ingmar Nopens (UGent) and Bernard De Baets (UGent)

(2025) JOURNAL OF WATER PROCESS ENGINEERING. 70.
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- Journal Article
- A1
- open access
A dynamic compartmental model of a sequencing batch reactor (SBR) for biological phosphorus removal

Saba Daneshgar (UGent) , Sina Borzooei (UGent) , Lukas Debliek, Elias van den Broeck, Riet Cornelissen, Piet de Langhe, Cesare Piacezzi, Miguel Daza, Simon Duchi, Usman Rehman, et al.

(2024) WATER SCIENCE AND TECHNOLOGY. 90(2). p.510-523
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Dynamic modelling of ion exchange for a smart and resource-efficient operation

Daniel Illana González (UGent) , Mariane Y. Schneider (UGent) , Ingmar Nopens (UGent) and Elena Torfs (UGent)

(2024) 8th IWA Young Water Professionals BeNeLux Conference, Abstracts.
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- Journal Article
- A1
- open access
Towards good modelling practice for parallel hybrid models for wastewater treatment processes

Loes Verhaeghe (UGent) , Jan Verwaeren (UGent) , Gamze Kirim, Saba Daneshgar (UGent) , Peter A. Vanrolleghem and Elena Torfs (UGent)

(2024) WATER SCIENCE AND TECHNOLOGY. 89(11). p.2971-2990
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- open access
Evaluation of activated sludge settling characteristics from microscopy images with deep convolutional neural networks and transfer learning

Sina Borzooei (UGent) , Leonardo Scabini, Gisele Miranda, Saba Daneshgar (UGent) , Lukas Deblieck, Odemir Bruno, Piet De Langhe, Bernard De Baets (UGent) , Ingmar Nopens (UGent) and Elena Torfs (UGent)

(2024) JOURNAL OF WATER PROCESS ENGINEERING. 64.
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- A1
- open access
An innovative model-based protocol for minimisation of greenhouse gas (GHG) emissions in WRRFs

Saba Daneshgar (UGent) , Youri Amerlinck (UGent) , A. Amaral, Chaïm De Mulder, Attilio Di Nisio, Giacomo Bellandi (UGent) , R. Gori, C. Caretti, I. Ducci, Usman Rehman (UGent) , et al.

(2024) CHEMICAL ENGINEERING JOURNAL. 483.
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A full‐scale operational digital twin for a water resource recovery facility : a case study of Eindhoven Water Resource Recovery Facility

Saba Daneshgar (UGent) , Fabio Polesel, Sina Borzooei (UGent) , Henrik R. Sørensen, Ruud Peeters, Stefan Weijers, Ingmar Nopens (UGent) and Elena Torfs (UGent)

(2024) WATER ENVIRONMENT RESEARCH. 96(3).
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A dynamic model for ion exchange and resin regeneration : model calibration and global sensitivity analysis

Daniel Illana González (UGent) , Ivaylo Plamenov Hitsov (UGent) , Benjamin Claessens (UGent) , Juan Pablo Gallo (UGent) , Ingmar Nopens (UGent) and Elena Torfs (UGent)

(2023) 11th IWA Symposium on Modelling and Integrated Assessment (Watermatex 2023), Abstracts. p.1-4
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A hybrid modelling approach for reverse osmosis processes including fouling

Dorien Gaublomme, Ward Quaghebeur, Anse Van Droogenbroeck, Marjolein Vanoppen (UGent) , Bart De Gusseme (UGent) , Arne Verliefde (UGent) , Ingmar Nopens (UGent) and Elena Torfs (UGent)

(2023) DESALINATION. 564.

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