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

U 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