Seyed Soroush Karimi Madahi

According to our database, Seyed Soroush Karimi Madahi authored at least 12 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Neural Network-Assisted Model Predictive Control for Implicit Balancing.

Seyed Soroush Karimi Madahi, Kenneth Bruninx, Bert Claessens, Chris Develder

CoRR, April, 2026

Herd Behavior in Decentralized Balancing Models: A Case Study in Belgium.

Max Bruninx, Seyed Soroush Karimi Madahi, Timothy Verstraeten, Jan Decuyper, Chris Develder, Jan Helsen

CoRR, February, 2026

Forecasting What Matters: Decision‑Focused RL for Controlled EV Charging with Unknown Departure Times.

Giuseppe Gabriele, Fabio Pavirani, Seyed Soroush Karimi Madahi, Chris Develder

Proceedings of the 17th ACM International Conference on Future and Sustainable Energy Systems, 2026

2025

Model Predictive Control-Guided Reinforcement Learning for Implicit Balancing.

Seyed Soroush Karimi Madahi, Kenneth Bruninx, Bert Claessens, Chris Develder

CoRR, October, 2025

Gaming Strategies in European Imbalance Settlement Mechanisms.

Seyed Soroush Karimi Madahi, Kenneth Bruninx, Bert Claessens, Chris Develder

CoRR, May, 2025

2024

Predicting and Publishing Accurate Imbalance Prices Using Monte Carlo Tree Search.

Fabio Pavirani, Jonas Van Gompel, Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder

CoRR, 2024

Distributional Reinforcement Learning-based Energy Arbitrage Strategies in Imbalance Settlement Mechanism.

Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder

CoRR, 2024

Frequency Containment Reserve and Imbalance participation: a Battery-Integrated Reinforcement Learning Strategy.

Fabio Pavirani, Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder

Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies.

Seyed Soroush Karimi Madahi, Gargya Gokhale, Marie-Sophie Verwee, Bert Claessens, Chris Develder

Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers.

Gargya Gokhale, Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder

Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

Multi-source Transfer Learning in Reinforcement Learning-based Home Battery Controller.

Seyed Soroush Karimi Madahi, Toon Van Puyvelde, Gargya Gokhale, Bert Claessens, Chris Develder

Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, 2024

2022

Overarching Sustainable Energy Management of PV Integrated EV Parking Lots in Reconfigurable Microgrids Using Generative Adversarial Networks.

Seyed Soroush Karimi Madahi, Arian Shah Kamrani, Hamed Nafisi

IEEE Trans. Intell. Transp. Syst., 2022