Projecten per jaar
Persoonlijk profiel
Research profile
Zaharah A. Bukhsh is an Assistant Professor in the Information Systems group at Eindhoven University of Technology (TU/e). Her research interests lie in the area of data-driven decision support technologies, mainly deep reinforcement learning. She focuses on developing learning-based optimization methods and tools to improve, solve, and optimize operational challenges, including resource utilization, cost optimization, planning, and scheduling. Her research interest also extends to the area of process mining to monitor and improve operational processes.
Academic background
Zaharah earned her MSc (2015) in Information Systems Engineering and her PhD in Operations Research (2019) from the University of Twente. Her PhD research focused on developing data-driven decision support methods for the optimal maintenance planning of transport infrastructure. Her PhD research work was characterized by a strong collaborative spirit, having partnered with (inter)national industry leaders, such as Rijkswaterstaat and IrishRail, and renowned academic institutions, including ETH Zurich, Trinity College Dublin, and TU Delft. The H2020 research projects DESTination RAIL and COST ACTION TU1406 funded her PhD project. Before joining TU/e in 2021, she contributed to the PrimaVera (NWO) project as a post-doc researcher at the Software Science Department, Radboud University.
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 3 Actief
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STABILITY : Sustainable Circular Life Extension Strategies for Inner-City Bridges and Quay Walls
Bukhsh, Z. (Project Manager), Zhang, Y. (Projectmedewerker), van Remmerden, J. (Projectmedewerker), Bukhsh, Z. (Project Manager), Zhang, Y. (Projectmedewerker) & van Remmerden, J. (Projectmedewerker)
9/01/23 → 8/01/27
Project: Second tier
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GULAD: Generalizable and Understandable Self-Learning Approaches for Dynamic, Large-Scale Resource Management Optimization Problems - 15706426
Zhang, Y. (Project Manager), Reijnen, R. (Projectmedewerker) & Bukhsh, Z. (Project communicatie medewerker)
1/09/21 → 31/08/25
Project: Third tier
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CERTIF-AI: CERTIFication of production process quality through Artificial Intelligence
Dijkman, R. M. (Project Manager), Bukhsh, Z. (Projectmedewerker), Middelhuis, J. (Projectmedewerker) & Adan, I. J. B. F. (Projectmedewerker)
1/05/20 → 30/09/25
Project: Second tier
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Deep Multi-Objective Reinforcement Learning for Utility-Based Infrastructural Maintenance Optimization
van Remmerden, J. (Corresponding author), Kenter, M., Roijers, D. M., Andriotis, C., Zhang, Y. & Bukhsh, Z., 10 jan. 2025, (E-publicatie vóór gedrukte publicatie) In: Neural Computing and Applications. XX, XOnderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access -
Graph neural networks for job shop scheduling problems: A survey
Smit, I. G., Zhou, J., Reijnen, R., Wu, Y. (Corresponding author), Chen, J., Zhang, C., Bukhsh, Z., Zhang, Y. & Nuijten, W. P. M., apr. 2025, In: Computers and Operations Research. 176, 16 blz., 106914.Onderzoeksoutput: Bijdrage aan tijdschrift › Artikel recenseren › peer review
Open AccessBestand3 Citaten (Scopus)27 Downloads (Pure) -
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization
Reijnen, R., Wu, Y., Bukhsh, Z. & Zhang, Y., 2025, (Geaccepteerd/In druk) Forty-Second International Conference on Machine Learning (ICML 2025). PMLROnderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Bestand1 Downloads (Pure) -
Learning policies for resource allocation in business processes
Middelhuis, J. (Corresponding author), Lo Bianco, R., Sherzer, E., Bukhsh, Z., Adan, I. & Dijkman, R., feb. 2025, In: Information Systems. 128, 13 blz., 102492.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand38 Downloads (Pure) -
Graph Neural Networks for Job Shop Scheduling Problems: A Survey
Smit, I. G., Zhou, J., Reijnen, R., Wu, Y., Chen, J., Zhang, C., Bukhsh, Z., Nuijten, W. P. M. & Zhang, Y., 20 jun. 2024, arXiv.org, 42 blz.Onderzoeksoutput: Werkdocument › Preprint › Academic
Open AccessBestand242 Downloads (Pure)
Prijzen
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Best Student Paper Award of ICAART 2022
Kerkkamp, D. (Ontvanger), Bukhsh, Z. (Ontvanger), Zhang, Y. (Ontvanger) & Jansen, N. (Ontvanger), 2022
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Winner MLVRP2023 GECCO competition
Reijnen, R. (Ontvanger), Song, Y. (Ontvanger), Abouelrous, A. (Ontvanger), Zhang, Y. (Ontvanger), Bukhsh, Z. (Ontvanger) & Bliek, L. (Ontvanger), 19 jul. 2023
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Bestand
Activiteiten
- 2 Workshop, seminar, cursus of expositie
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Workshop on Trustworthy Sequential Decision-making and Optimization (ECAI2024)
Baier, H. (Organisator), Bliek, L. (Organisator), Bukhsh, Z. (Organisator), Grau Garcia, I. (Organisator), Wu, Y. (Organisator) & Zhang, Y. (Organisator)
19 okt. 2024 → 20 okt. 2024Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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17th Learning and Intelligent Optimization Conference, LION17
Zhang, Y. (Bijdrager), Bliek, L. (Bijdrager), Grau Garcia, I. (Bijdrager), Bukhsh, Z. (Bijdrager) & Baier, H. (Bijdrager)
2023Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk