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R

Robert Sitzenfrei

university of innsbruck

31H-index
224Paper Count
3.2KCitation Count
Published Papers 46
Publication Date
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Advances in Management and Optimization of Urban Water Networks
errWater
IF3
err2026-06-16
err0
errOAAI
errMohsen Hajibabaei; Robert Sitzenfrei; Mohsen Shahandashti; Milad Latifi
errShare
errSave
Assessing Supervised Machine Learning Practice in Urban Water Networks: A Critical Review of Methodological Transparency, Reproducibility and Reporting
errWater Research X
IF8.2
err2026-06-11
err0
errOAAI
errMartin Oberascher; Bruno M. Brentan; Andrea Menapace; Manuel Herrera; Guangtao Fu; Riccardo Taormina; Robert Sitzenfrei
errShare
errSave
Functional and structural resilience assessment in urban drainage networks: a physics-guided graph-based surrogate model
errWater Research
IF12.4
err2025-10-11
err0
errOAAI
errMohammad Rajabi; Mohsen Hajibabaei; Aun Dastgir; Robert Sitzenfrei
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errSave
How sustainable is digitalization in urban water infrastructure? A life cycle assessment of the implementation of smart water meters
errAQUA-WATER INFRASTRUCTURE ECOSYSTEMS AND SOCIETY
IF2.3
err2025-09-01
err0
errOAAI
errHajibabaei, Mohsen; Oberascher, Martin; Shahangian, Seyyed Ahmadreza; Gschosser, Florian; Sitzenfrei, Robert
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errSave
Efficient resizing and topological optimization of real-world water distribution networks in a multi-criteria decision-making framework
errComputer-Aided Civil and Infrastructure Engineering
IF9.1
err2025-08-12
err0
errOAAI
errAmin Minaei; Aaron C. Zecchin; Mohsen Hajibabaei; Djordje Mitrovic; Karel van Laarhoven; Ina Vertommen; Brad Alexander; Mirjam Blokker; Dragan Savic; Enrico Creaco; Robert Sitzenfrei
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errSave
Filling data gaps in urban drainage networks: An automated graph theory framework for data collection and reconstruction
errWater Research
IF12.4
err2025-07-23
err0
errOAAI
errMohsen Hajibabaei; Sina Hesarkazzazi; Robert Sitzenfrei
errShare
errSave
Enhancing explainable AI with graph signal processing: Applications in water distribution systems
errWater Research
IF12.4
err2025-07-05
err0
PREAI
errBruno M. Brentan; Andrea Menapace; Martin Oberascher; Manuel Herrera; Robert Sitzenfrei
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errSave
Graph-Based Genetic Algorithm for Localization of Multiple Existing Leakages in Water Distribution Networks
errwater resources management
IF2.7
err2025-01-01
err0
PREAI
errOberascher, Martin; Minaei, Amin; Sitzenfrei, Robert
errShare
errSave
Explainable artificial intelligence for reliable water demand forecasting to increase trust in predictions
errWATER RESEARCH
IF12.4
err2025-01-01
err0
PREAI
errMaussner, Claudia; Oberascher, Martin; Autengruber, Arnold; Kahl, Arno; Sitzenfrei, Robert
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errSave
Using complex network theory for missing data reconstruction in water distribution networks
errSUSTAINABLE CITIES AND SOCIETY
IF12
err2024-02-01
err3
errOAAI
errHajibabaei, Mohsen; Hesarkazzazi, Sina; Minaei, Amin; Dastgir, Aun; Sitzenfrei, Robert
errShare
errSave
Multistep Approach for the Rehabilitation of a Deteriorated Water Distribution Network Operating Intermittently
errwater resources management
IF2.7
err2023-12-01
err8
PREAI
errMottahedin, Amirabbas; Minaei, Amin; Sitzenfrei, Robert; Creaco, Enrico
errShare
errSave
Optimisation of Small Hydropower Units in Water Distribution Systems by Demand Forecasting
errWATER
IF3
err2023-11-17
err0
errOAAI
errOberascher, Martin; Schartner, Lukas; Sitzenfrei, Robert
errShare
errSave
A Graph-Based Optimization Framework for Large Water Distribution Networks
errWATER
IF3
err2023-08-11
err1
errOAAI
errSitzenfrei, Robert
errShare
errSave
Shall we always use hydraulic models? A graph neural network metamodel for water system calibration and uncertainty assessment
errWATER RESEARCH
IF12.4
err2023-08-01
err9
PREAI
errZanfei, Ariele; Menapace, Andrea; Brentan, Bruno M.; Sitzenfrei, Robert; Herrera, Manuel
errShare
errSave
Ensemble Evaluation and Member Selection of Regional Climate Models for Impact Models Assessment
errWATER
IF3
err2022-12-05
err3
errOAAI
errMinaei, Amin; Todeschini, Sara; Sitzenfrei, Robert; Creaco, Enrico
errShare
errSave
Battle of centralized and decentralized urban stormwater networks: From redundancy perspective
errWATER RESEARCH
IF12.4
err2022-08-01
err20
errOAAI
errHesarkazzazi, Sina; Bakhshipour, Amin E.; Hajibabaei, Mohsen; Dittmer, Ulrich; Haghighi, Ali; Sitzenfrei, Robert
errShare
errSave
Life Cycle Sustainability Assessment of Wastewater Systems under Applying Water Demand Management Policies
errSUSTAINABILITY
IF3.3
err2022-06-24
err15
errOAAI
errSafarpour, Haniye; Tabesh, Massoud; Shahangian, Seyyed Ahmadreza; Hajibabaei, Mohsen; Sitzenfrei, Robert
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errSave
Dual graph characteristics of water distribution networks-how optimal are design solutions?
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2022-06-23
err8
errOAAI
errSitzenfrei, Robert; Hajibabaei, Mohsen; Hesarkazzazi, Sina; Diao, Kegong
errShare
errSave
Generation of optimal (de)centralized layouts for urban drainage systems: A graph-theory-based combinatorial multi-objective optimization framework
errSUSTAINABLE CITIES AND SOCIETY
IF12
err2022-06-01
err31
errOAAI
errHesarkazzazi, Sina; Hajibabaei, Mohsen; Bakhshipour, Amin E.; Dittmer, Ulrich; Haghighi, Ali; Sitzenfrei, Robert
errShare
errSave
Resilience of Interdependent Urban Water Systems
errWATER
IF3
err2022-02-01
err6
errOAAI
errSitzenfrei, Robert; Diao, Kegong; Butler, David
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
D
Dragan Savić
H-index: 78 · Papers: 637
A
Ana Deletić
H-index: 74 · Papers: 382
D
David Butler
H-index: 69 · Papers: 774
W
Wolfgang Rauch
H-index: 65 · Papers: 497
S
Simon Brewer
H-index: 59 · Papers: 283
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