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Impaired action-safety learning and excessive relief during avoidance in patients with anxiety disorders2023 Journal of Anxiety Disorders article Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access
Rianne A. de Kleine, Moniek H. M. Hutschemaekers, Gert‐Jan Hendriks, Mirjam Kampman, Silvia Papalini, Agnes van Minnen, +1 more
35citations -
Physics-based machine learning for modeling thermo-hydraulic processes in a coaxial deep borehole heat exchanger, considering an explicit reservoir-wellbore representation: A case study of Cornwall, UK
Dimitra Teza, Ryan Santoso, Nora Koltzer, Denise Degen, Tony Bennett, Florian Wellmann
0citations -
Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries2023 Advances in Computational Science and Engineering article Engineering Topology Optimization in Engineering Open access
Clemens Fricke, Daniel Wolff, Marco Kemmerling, Stefanie Elgeti
7citations -
Reinforcement Learning for Quality-Oriented Production Process Parameter Optimization Based on Predictive Models2023 Advances in transdisciplinary engineering book-chapter Computer Science Reinforcement Learning in Robotics Open access
Akshay Paranjape, Nils Plettenberg, Markus Ohlenforst, Robert Heinrich Schmitt
2citations -
Multi-Agent Reinforcement Learning Resources Allocation Method Using Dueling Double Deep Q-Network in Vehicular Networks2023 IEEE Transactions on Vehicular Technology article Engineering Vehicular Ad Hoc Networks (VANETs)
Yuxin Ji, Yu Wang, Haitao Zhao, Guan Gui, Haris Gacanin, Hikmet Sari, +1 more
88citations -
Encrypted federated learning for secure decentralized collaboration in cancer image analysis2023 Medical Image Analysis article Computer Science Privacy-Preserving Technologies in Data Open access
Daniel Truhn, Soroosh Tayebi Arasteh, Oliver Lester Saldanha, Gustav Anton Müller‐Franzes, Firas Khader, Philip Quirke, +21 more
90citations -
From frozen cell bank to product assay: high-throughput strain characterisation for autonomous Design-Build-Test-Learn cycles2023 Microbial Cell Factories article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Laura M. Helleckes, Debora Puchta, Hannah Czech, Holger Morschett, Bertram Geinitz, Wolfgang Wiechert, +1 more
9citations -
Large-Scale Modeling of Sparse Protein Kinase Activity Data2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Sohvi Luukkonen, Erik Meijer, Giovanni A. Tricarico, Johan Hofmans, Pieter F. W. Stouten, Gerard J. P. van Westen, +1 more
14citations -
Materials Within a Digitalized Production Environment2023 Interdisciplinary excellence accelerator series book-chapter Materials Science Machine Learning in Materials Science Open access
Christoph Broeckmann, Andreas Bührig–Polaczek, Bengt Hallstedt, Ulrich Krupp, Ali Rajaei, Michael Rom, +3 more
1citations -
Materials Within a Digitalized Production Environment2023 Interdisciplinary excellence accelerator series book-chapter Materials Science Machine Learning in Materials Science Open access
Christoph Broeckmann, Andreas Bührig–Polaczek, Bengt Hallstedt, Ulrich Krupp, Ali Rajaei, Michael Rom, +3 more
1citations -
Integrated care with families with multiple and complex problems. An in-depth view2023 International Journal of Integrated Care article Social Sciences Child Welfare and Adoption Open access
Marcel Van Eck, Cora Bartelink, Eva A. Mulder, Marieke Boelhouwer, Laura A. Nooteboom, Jana Knot‐Dickscheit, +1 more
0citations