Research Explorer

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Researcher

Saba Daneshgar

Publications & Research Data

Awards & Distinctions

12 Results

2026

Autonomous and sustainable water systems management : integrating automated (re)calibration with transfer learning, temporal-aware reinforcement learning control, and explainable AI

Cristian Camilo Gómez CortésSaba DaneshgarElena Torfs

Mechanisms and applications of ice-water two-phase flow for pipe cleaning in drinking water distribution systems

Jiamin HuSaba DaneshgarDavid Fernandes del PozoIngmar NopensTao Tao

2025

Accurate and efficient junction mixing prediction in water distribution networks via surrogate modelling

Pablo GalloCristian Camilo Gómez CortésElena TorfsIngmar NopensSaba DaneshgarDavid Fernandes del Pozo

A1 Journal Article in JOURNAL OF WATER PROCESS ENGINEERING

Augmenting water quality resilience in water distribution systems : a stress-driven model for ice slurry pigging optimisation strategy

Jiamin HuDavid Fernandes del PozoSaba DaneshgarIngmar NopensJiaying WangHexiang YanKunlun XinTao Tao

A1 Journal Article in WATER RESEARCH

2024

A dynamic compartmental model of a sequencing batch reactor (SBR) for biological phosphorus removal

Saba DaneshgarSina BorzooeiLukas DebliekElias van den BroeckRiet CornelissenPiet de LangheCesare PiacezziMiguel DazaSimon DuchiUsman Rehman et al.

A1 Journal Article in WATER SCIENCE AND TECHNOLOGY

A full‐scale operational digital twin for a water resource recovery facility : a case study of Eindhoven Water Resource Recovery Facility

Saba DaneshgarFabio PoleselSina BorzooeiHenrik R. SørensenRuud PeetersStefan WeijersIngmar NopensElena Torfs

A1 Journal Article in WATER ENVIRONMENT RESEARCH

An innovative model-based protocol for minimisation of greenhouse gas (GHG) emissions in WRRFs

Saba DaneshgarYouri AmerlinckA. AmaralChaïm De MulderAttilio Di NisioGiacomo BellandiR. GoriC. CarettiI. DucciUsman Rehman et al.

A1 Journal Article in CHEMICAL ENGINEERING JOURNAL

Evaluation of activated sludge settling characteristics from microscopy images with deep convolutional neural networks and transfer learning

Sina BorzooeiLeonardo ScabiniGisele MirandaSaba DaneshgarLukas DeblieckOdemir BrunoPiet De LangheBernard De BaetsIngmar NopensElena Torfs

A1 Journal Article in JOURNAL OF WATER PROCESS ENGINEERING

Towards good modelling practice for parallel hybrid models for wastewater treatment processes

Loes VerhaegheJan VerwaerenGamze KirimSaba DaneshgarPeter A. VanrolleghemElena Torfs

A1 Journal Article in WATER SCIENCE AND TECHNOLOGY

2022

The transition of WRRF models to digital twin applications

Elena TorfsNiels NicolaiSaba DaneshgarJohn B. CoppHenri HaimiDavid IkumiBruce JohnsonBenedek B. PloszSpencer SnowlingLloyd R. Townley et al.

A1 Journal Article in WATER SCIENCE AND TECHNOLOGY

2021

LESSWATT model-based protocol for mitigation of N2O emissions

Saba DaneshgarIngmar NopensYouri AmerlinckAndreia AmaralChaïm De MulderAttilio Di NisioGiacomo BellandiRiccardo GoriCecilia CarettiUsman Rehman et al.

LESSWATT protocol for minimisation of WWTPs carbon footprint

Saba DaneshgarIngmar NopensYouri AmerlinckAndreia AmaralChaïm De MulderAttilio Di NisioGiacomo BellandiRiccardo GoriCecilia CarettiFrancesco Spennati et al.