University of Applied Sciences Technikum Wien

Beyond the Top-Ranked Pose: Validity, Ranking Depth and Cost in Blind Docking

Learned and search-based docking are often compared on the top-ranked pose alone. On 303 benchmark complexes, each ligand was docked against its whole receptor with three configured pipelines, namely AutoDock Vina with gnina rescoring (AutoDock), the diffusion model DiffDock-L wi...

Empirical Evidence on Platform Passenger Distribution and Dwell-Time Impacts in Urban Rail Networks

This study empirically examines the spatial distribution of passengers on urban rail platforms and its impact on boarding and alighting. It combines two complementary datasets from Vienna: (i) automated passenger counts, which record approximately 4.4 million boarding and alighti...

Explainable Reinforcement Learning for Transmission-Corridor Reinforcement under Renewable Integration: An Austrian Case Study

Transmission expansion planning must balance investment cost, network loading, and renewable-energy integration under uncertain operating conditions. This study investigates whether explainable reinforcement learning can support the allocation of additional capacity to existing t...