Solving AC Power Flow with Graph Neural Networks under Realistic Constraints. - Luis Böttcher; Hinrikus Wolf; Bastian Jung; Philipp Lutat; Marc Trageser; Oliver Pohl; Andreas Ulbig; Martin Grohe (CoRR, 2022)

Modelling Residential Supply Tasks Based on Digital Orthophotography Using Machine Learning. - Klemens Schumann; Luis Böttcher; Philipp Hälsig; Daniel Zelenak; Andreas Ulbig (CoRR, 2022)

Integrating Distribution Grid Characteristics in Multi-Energy System Optimization Modeling. - Luis Böttcher; Steffen Kortmann; Julian Saat; Henrik Schwaeppe; Andreas Ulbig; Tim Felling; Oliver Levers (ISGT EUROPE, 2023)

Representation of Distribution Grid Expansion Costs in Power System Planning. - Luis Böttcher; Christian Fröhlich; Steffen Kortmann; Simon Braun; Julian Saat; Andreas Ulbig (CoRR, 2023)

Scalable Multi-Voltage-Level Optimal Power Flow for Curative Grid Curtailment Measures. - Julian Bigalke; Chris Martin Vertgewall; Luis Böttcher; Andreas Bong; Andreas Ulbig (ISGT EUROPE, 2024)

Integrating Distribution Grids in Power System Optimization with a Feasible Planning Region. - Luis Böttcher; Steffen Kortmann; Simon Braun; Julian Saat; Christian Fröhlich; Andreas Ulbig (ISGT EUROPE, 2024)

End-to-End Reinforcement Learning of Curative Curtailment with Partial Measurement Availability. - Hinrikus Wolf; Luis Böttcher; Sarra Bouchkati; Philipp Lutat; Jens Breitung; Bastian Jung; Tina Möllemann; Viktor Todosijevic; Jan Schiefelbein-Lach; Oliver Pohl; Andreas Ulbig; Martin Grohe (ISGT EUROPE, 2024)

Topology Identification in Low-Voltage Grids using Neural Networks. - Franziska Tischbein; Antoni Chajan; Luis Böttcher; Andreas Ulbig (SmartGridComm, 2024)

Analysing the interaction of expansion decisions by end customers and grid development in the context of a municipal energy system. - Paul Maximilian Röhrig; Nancy Radermacher; Luis Böttcher; Andreas Ulbig (CoRR, 2024)