Laurens Bliek

Assistant Professor, IE&IS, Eindhoven University of Technology

Joined

July 2024

Names

Laurens Bliek (Preferred)

Emails

****@tue.nl (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

Assistant Professor

IE&IS, Eindhoven University of Technology (tue.nl)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Surrogate-based optimisation

Present

Bayesian optimisation

Present

Sustainable AI

Present

Publications

Geometrically Invariant and Equivariant Graph Neural Networks for TSP Algorithm Selection and Hardness Prediction
Ya Song, Laurens Bliek, Yingqian Zhang
- Crossref
- Readers: Everyone
End-to-end Deep Reinforcement Learning for Stochastic Multi-objective Optimization in C-VRPTW
Abdo Abouelrous, Laurens Bliek, Yaoxin Wu, Yingqian Zhang
- Accepted by TMLR
- Readers: Everyone
Reinforcement learning for solving the pricing problem in column generation for routing
Abdo Abouelrous, Laurens Bliek, Adriana F. Gabor, Yaoxin Wu, Yingqian Zhang
- Operations Research Perspectives
- Readers: Everyone
Learning Active Constraints for Bilevel Optimization: Evaluating Classification Metrics on Real-World Distribution System Data
Lingkang Jin, Laurens Bliek, Nikolaos G. Paterakis
- IEEE Transactions on Smart Grid
- Readers: Everyone
Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks
Ya Song, Laurens Bliek, Yingqian Zhang
- Proceedings of the 17th International Conference on Agents and Artificial Intelligence
- Readers: Everyone
Geometrically Invariant and Equivariant Graph Neural Networks for TSP Algorithm Selection and Hardness Prediction
Ya Song, Laurens Bliek, Yingqian Zhang
- LION19 2025
- Readers: Everyone
Real-time policy for yard allocation of transshipment containers in a terminal
Abdo Abouelrous, Rommert Dekker, Laurens Bliek, Yingqian Zhang
- Transportation Research. Part B: Methodological
- Readers: Everyone
Real-Time Data-Driven Maintenance Logistics
Willem van Jaarsveld, Laurens Bliek, Mathijs de Weerdt, Stella Kapodistria, Verus Pronk, Peter Verleijsdonk, Simon Voorberg, Alp Akçay, Paulo da Costa, Rik Eshuis, Uzay Kaymak, Geert-Jan van Houtum, Sicco Verwer, Yingqian Zhang
- Commit2Data
- Readers: Everyone
Enhancing Remaining Useful Life Prediction with Ensemble Multi-Term Fourier Graph Neural Networks
Ya Song, Laurens Bliek, Yaoxin Wu, Yingqian Zhang
- Accepted by TMLR
- Readers: Everyone
Investigating data-driven surrogates for the Ainslie wake model
Niccolò Morabito, Erik Quaeghebeur, Laurens Bliek
- Journal of Physics: Conference Series
- Readers: Everyone

View all 21 publications

Co-Authors

View all 55 co-authors