Research Explorer

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Researcher

Ward Quaghebeur

Awards & Distinctions

13 Results

2025

Uncovering unknown dynamics in water resource recovery facilities with neural differential equations and Shapley value analysis

Ward QuaghebeurElena TorfsMostafa KhalilIngmar NopensBernard De Baets

A1 Journal Article in JOURNAL OF WATER PROCESS ENGINEERING

2023

A hybrid modelling approach for reverse osmosis processes including fouling

Dorien GaublommeWard QuaghebeurAnse Van DroogenbroeckMarjolein VanoppenBart De GussemeArne VerliefdeIngmar NopensElena Torfs

A1 Journal Article in DESALINATION

Hybrid models of dynamical systems : neural differential equations, Shapley value analysis and illustrations in water systems

Ward QuaghebeurIngmar NopensBernard De BaetsElena Torfs

2022

Hybrid differential equations : integrating mechanistic and data-driven techniques for modelling of water systems

Ward QuaghebeurElena TorfsBernard De BaetsIngmar Nopens

A1 Journal Article in WATER RESEARCH

Hybrid modelling of water resource recovery facilities : status and opportunities

Mariane Yvonne SchneiderWard QuaghebeurSina BorzooeiAndreas FroemeltFeiyi LiRamesh SaagiMatthew J. WadeJun-Jie ZhuElena Torfs

A1 Journal Article in WATER SCIENCE AND TECHNOLOGY

2021

Incorporating unmodeled dynamics into first-principles models through machine learning

Ward QuaghebeurIngmar NopensBernard De Baets

A1 Journal Article in IEEE ACCESS

Integrated hybrid modelling of water resource recovery facilities by coupling mechanistic and data-driven ODE models

Ward QuaghebeurElena TorfsBernard De BaetsIngmar Nopens

Uncovering the hidden potential of online data in Reverse Osmosis : a data-driven model to predict fouling

Dorien GaublommeAnse Van DroogenbroeckWard QuaghebeurBart De GussemeArne VerliefdeIngmar NopensMarjolein VanoppenElena Torfs

2020

Combining mechanistic and data-driven techniques for predictive modelling of wastewater treatment plants

Ward QuaghebeurBram De JaegherBernard De BaetsIngmar Nopens

Coupling mechanistic and data-driven models by means of neural differential equations to incorporate unmodeled dynamics

Ward QuaghebeurDavid Fernandes del PozoElena TorfsBram De BaetsIngmar Nopens

2019

Lattice-based versus lattice-free individual-based models : impact on coexistence in competitive communities

Aisling DalyWard QuaghebeurTim DepraetereJan BaetensBernard De Baets

A1 Journal Article in NATURAL COMPUTING

2018

Coexistence in three-species cyclic competition : lattice-based versus lattice-free individual-based models

Aisling DalyWard QuaghebeurTim DepraetereJan BaetensBernard De Baets

2017

A more realistic model of microbial mobility and its effect on coexistence

Ward QuaghebeurAisling DalyJan BaetensBernard De Baets