Jochen L. Cremer

26 papers Journal 23Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Probabilistic Hysteresis Factor Prediction for Electric Vehicle Batteries with Graphite Anodes Containing Silicon. CoRR Runyao Yu, Viviana Kleine, Philipp Gromotka, Thomas Rudolf, Adrian Eisenmann, Gautham Ram Chandra Mouli, Peter Palensky, Jochen L. Cremer
2026	J	`jnl`	Residual Power Flow for Neural Solvers. CoRR Jochen Stiasny, Jochen L. Cremer
2026	J	`jnl`	Security-Constrained Substation Reconfiguration Considering Busbar and Coupler Contingencies. CoRR Ali Rajaei, Jochen L. Cremer
2025	J	`jnl`	Addressing Model Inaccuracies in Transmission Network Reconfiguration via Diverse Alternatives. CoRR Paul Bannmüller, Périne Cunat, Ali Rajaei, Jochen L. Cremer
2025	J	`jnl`	Customising Electricity Contracts at Scale with Large Language Models. CoRR Jochen L. Cremer
2025	J	`jnl`	Multi-Objective Reinforcement Learning for Power Grid Topology Control. CoRR Thomas Lautenbacher, Ali Rajaei, Davide Barbieri, Jan Viebahn, Jochen L. Cremer
2025	J	`jnl`	OrderFusion: Encoding Orderbook for Probabilistic Intraday Price Prediction. CoRR Runyao Yu, Yuchen Tao, Fabian Leimgruber, Tara Esterl, Jochen L. Cremer
2025	J	`jnl`	PriceFM: Foundation Model for Probabilistic Electricity Price Forecasting. CoRR Runyao Yu, Chenhui Gu, Jochen Stiasny, Qingsong Wen, Wasim Sarwar Dilov, Lianlian Qi, Jochen L. Cremer
2025	J	`jnl`	Real-Time Ground Fault Detection for Inverter-Based Microgrid Systems. IEEE Trans. Control. Syst. Technol. Jingwei Dong, Yucheng Liao, Haiwei Xie, Jochen L. Cremer, Peyman Mohajerin Esfahani
2025	J	`jnl`	Towards Generalization of Graph Neural Networks for AC Optimal Power Flow. CoRR Olayiwola Arowolo, Jochen L. Cremer
2025	J	`jnl`	Transferable Graph Learning for Transmission Congestion Management via Busbar Splitting. CoRR Ali Rajaei, Peter Palensky, Jochen L. Cremer
2024	—	`conf`	A Pioneering Roadmap for ML-Driven Algorithmic Advancements in Electrical Networks. ISGT EUROPE Jochen L. Cremer, Adrian Kelly, Ricardo J. Bessa, Milos Subasic, Panagiotis N. Papadopoulos, Samuel Young, Amar Sagar, Antoine Marot
2024	J	`jnl`	A Pioneering Roadmap for ML-Driven Algorithmic Advancements in Electrical Networks. CoRR Jochen L. Cremer, Adrian Kelly, Ricardo J. Bessa, Milos Subasic, Panagiotis N. Papadopoulos, Samuel Young, Amar Sagar, Antoine Marot
2024	J	`jnl`	Game-Theoretic Learning for Power System Dynamic Ancillary Service Provisions. IEEE Control. Syst. Lett. Haiwei Xie, Jochen L. Cremer
2024	—	`conf`	Predicting Battery Cycle Life with Few-Shot Transfer Learning over Heterogeneous Datasets. ISGT EUROPE Runyao Yu, Jiaqi Wang, Yongsheng Han, Chi Zhang, Teddy Szemberg O'Connor, Jochen L. Cremer
2023	J	`jnl`	Deep Statistical Solver for Distribution System State Estimation. CoRR Benjamin Habib, Elvin Isufi, Ward van Breda, Arjen Jongepier, Jochen L. Cremer
2023	J	`jnl`	End-to-End Learning with Multiple Modalities for System-Optimised Renewables Nowcasting. CoRR Rushil Vohra, Ali Rajaei, Jochen L. Cremer
2023	J	`jnl`	Learning a Reward Function for User-Preferred Appliance Scheduling. CoRR Nikolina Covic, Jochen L. Cremer, Hrvoje Pandzic
2023	J	`jnl`	MARL-iDR: Multi-Agent Reinforcement Learning for Incentive-based Residential Demand Response. CoRR Jasper van Tilburg, Luciano Cavalcante Siebert, Jochen L. Cremer
2023	J	`jnl`	Regularised Learning with Selected Physics for Power System Dynamics. CoRR Haiwei Xie, Federica Bellizio, Jochen L. Cremer, Goran Strbac
2023	J	`jnl`	Transition to Digitalized Paradigms for Security Control and Decentralized Electricity Market. Proc. IEEE Federica Bellizio, Wangkun Xu, Dawei Qiu, Yujian Ye, Dimitrios Papadaskalopoulos, Jochen L. Cremer, Fei Teng, Goran Strbac
2021	J	`jnl`	Learning to run a power network with trust. CoRR Antoine Marot, Benjamin Donnot, Karim Chaouache, Adrian Kelly, Qiuhua Huang, Ramij Raja Hossain, Jochen L. Cremer
2019	J	`jnl`	A Machine-learning based Probabilistic Perspective on Dynamic Security Assessment. CoRR Jochen L. Cremer, Goran Strbac
2018	J	`jnl`	Sample-Derived Disjunctive Rules for Secure Power System Operation. CoRR Jochen L. Cremer, Ioannis Konstantelos, Simon H. Tindemans, Goran Strbac
2017	—	`conf`	Optimal Scheduling of Heat Pumps for Power Peak Shaving and Customers Thermal Comfort. SMARTGREENS Jochen L. Cremer, Marco Pau, Ferdinanda Ponci, Antonello Monti
2016	J	`jnl`	Risk-based integrated production scheduling and electricity procurement for continuous power-intensive processes. Comput. Chem. Eng. Qi Zhang, Jochen L. Cremer, Ignacio E. Grossmann, Arul Sundaramoorthy, José Mauricio Pinto