Ghent University Academic Bibliography

Conference Paper
C1
open access

Generalization of graph neural network models for distribution grid fault detection

Burak Karabulut (UGent) , Carlo Manna and Chris Develder (UGent)

(2025) 2025 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm). p.1-7

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Conference Paper
C1
open access

Scalable attention-based reinforcement learning method for multi-asset control

Seyedsoroush Karimi Madahi (UGent) , Giuseppe Gabriele (UGent) , Bert Claessens (UGent) and Chris Develder (UGent)

(2025) 42nd International Conference on Machine Learning (ICML), Proceedings.

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Conference Paper
C1
open access

Gaming strategies in European imbalance settlement mechanisms

Seyed Soroush Karimi Madahi, Kenneth Bruninx, Bert Claessens (UGent) and Chris Develder (UGent)

(2025) 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe). p.1-5

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Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees

Toon Van Puyvelde (UGent) , M. Zareh and Chris Develder (UGent)

(2025) PROCEEDINGS OF THE 2025 THE 16TH ACM INTERNATIONAL CONFERENCE ON FUTURE AND SUSTAINABLE ENERGY SYSTEMS, E-ENERGY 2025. p.968-972

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Conference Paper
P1
open access

Risk-sensitive reinforcement learning-based strategies for dutch implicit balancing

Seyedsoroush Karimi Madahi (UGent) , Fabio Pavirani (UGent) , Bert Claessens (UGent) and Chris Develder (UGent)

(2025) 2025 21ST INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET, EEM. In International Conference on the European Energy Market p.1-6

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Conference Paper
C1
open access

Single- vs. dual-prompt dialogue generation with LLMs for job interviews in human resources

Joachim De Baer (UGent) , A. Seza Doğruöz (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2025) Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM²). p.947-957

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Probabilistic forecasting of power system imbalance using neural network-based ensembles

Jonas Van Gompel, Bert Claessens (UGent) and Chris Develder (UGent)

(2025) APPLIED ENERGY. 401(B).

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Conference Paper
P1
open access

System-aware reinforcement learning for optimized implicit imbalance participation in Belgium

Fabio Pavirani (UGent) , Seyedsoroush Karimi Madahi (UGent) , Bert Claessens (UGent) and Chris Develder (UGent)

(2025) 2025 21ST INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET, EEM. In International Conference on the European Energy Market

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Journal Article
A1
open access

Predicting and publishing accurate imbalance prices using Monte Carlo Tree Search

Fabio Pavirani (UGent) , Jonas Van Gompel, Seyedsoroush Karimi Madahi (UGent) , Bert Claessens (UGent) and Chris Develder (UGent)

(2025) APPLIED ENERGY. 392.

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Journal Article
A1
open access

Anchored preference optimization and contrastive revisions : addressing underspecification in alignment

Karel D'Oosterlinck (UGent) , Winnie Xu, Chris Develder (UGent) , Thomas Demeester (UGent) , Amanpreet Singh, Christopher Potts, Douwe Kiela and Shikib Mehri

(2025) TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS. 13. p.442-460

Academic Bibliography

Generalization of graph neural network models for distribution grid fault detection

Scalable attention-based reinforcement learning method for multi-asset control

Gaming strategies in European imbalance settlement mechanisms

Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees

Risk-sensitive reinforcement learning-based strategies for dutch implicit balancing

Single- vs. dual-prompt dialogue generation with LLMs for job interviews in human resources

Probabilistic forecasting of power system imbalance using neural network-based ensembles

System-aware reinforcement learning for optimized implicit imbalance participation in Belgium

Predicting and publishing accurate imbalance prices using Monte Carlo Tree Search

Anchored preference optimization and contrastive revisions : addressing underspecification in alignment

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