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Deep-learning based reconstruction of the shower maximum X$_{max}$ using the water-Cherenkov detectors of the Pierre Auger Observatory2021 Repository KITopen (Karlsruhe Institute of Technology) article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
A. Aab, P. Abreu, M. Aglietta, Justin M. Albury, I. Allekotte, Alejandro Almela, +89 more
40citations -
Deep-learning based reconstruction of the shower maximum X max using the water-Cherenkov detectors of the Pierre Auger Observatory2021 Journal of Instrumentation article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
P. Abreu, X. Bertou, C. Bonifazi, Lorenzo Caccianiga, Olivier Deligny, Robert Engel
30citations -
Reduction of Platelet Outdating and Shortage by Forecasting Demand With Statistical Learning and Deep Neural Networks: Modeling Study2021 JMIR Medical Informatics article Business, Management and Accounting Blood donation and transfusion practices Open access
Maximilian Schilling, Lennart Rickmann, Gabriele Hutschenreuter, Cord Spreckelsen
25citations -
Forecasting hotel room prices when entering turbulent times: a game-theoretic artificial neural network model2023 International Journal of Contemporary Hospitality Management article Decision Sciences Forecasting Techniques and Applications Open access
Fatemeh Binesh, Amanda Mapel Belarmino, Jean-Pierre I. van der Rest, Ashok Kr Singh, Carola Raab
24citations -
Integrating Recurrent Neural Networks into Model Predictive Control for Thermal Torque Derating of Electric Machines2023 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Alexander Winkler, Weizhou Wang, Armin Norouzi, David C. Gordon, Charles Robert Koch, Jakob Andert
8citations -
Predicting the Time Until a Vehicle Changes the Lane Using LSTM-Based Recurrent Neural Networks2021 IEEE Robotics and Automation Letters article Engineering Autonomous Vehicle Technology and Safety Open access
Florian Wirthmüller, Marvin Klimke, Julian Schlechtriemen, Jochen Hipp, Manfred Reichert
38citations -
Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder–decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates31citations
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Prediction of Temperature and Loading History Dependent Lumbar Spine Biomechanics Under Cyclic Loading Using Recurrent Neural Networks2023 Annals of Biomedical Engineering article Medicine Spine and Intervertebral Disc Pathology Open access
Nadja Blomeyer, Saurabh Balkrishna Tandale, Luis Fernando Nicolini, Philipp Kobbe, Thomas Pufe, Bernd A. Markert, +1 more
4citations -
Recurrent neural networks as virtual cavity pressure and temperature sensors in high-pressure die casting2024 The International Journal of Advanced Manufacturing Technology article Engineering Fault Detection and Control Systems Open access
Maximilian Rudack, Michael Rom, Lukas Bruckmeier, Mario Moser, Björn Pustal, Andreas Bührig–Polaczek
3citations -
Detecting Ineffective Efforts during Expiration for Neonates with Attention RNNs2024 Current Directions in Biomedical Engineering article Medicine Respiratory Support and Mechanisms Open access
Camelia Oprea, Lara Stegemann, Lena Sophie Olivier, Mateusz Buglowski, Sabine Becker, Thorsten W Orlikowsky, +3 more
2citations -
Topology Identification in Low-Voltage Grids using Neural Networks2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) conference-paper Engineering Optimal Power Flow Distribution
Franziska Tischbein, Antoni Chajan, Luis Böttcher, Andreas Ulbig
2citations -
Development of a DNI Forecast Tool Based on Machine Learning for the Smart Operation of a Parabolic Trough Collector System with Thermal Energy Storage2024 SolarPACES Conference Proceedings conference-paper Computer Science Solar Radiation and Photovoltaics Open access
Johannes Christoph Sattler, Siddharth Dutta, Spiros Alexopoulos, Adnan Kawam, Cristiano Teixeira Boura, Ulf Herrmann, +1 more
0citations -
Three-year oncological outcomes of endoscopic full-thickness resection for scar excision after incomplete resection of low-risk T1 colorectal cancer: results from the Dutch nationwide prospective eFTR registry
LW Zwager, Frank C. Bekkering, J J Boonstra, Frank ter Borg, Paul Fockens, Eric A. R. Gielisse, +18 more
0citations -
Interrupting Endocrine Therapy to Attempt Pregnancy after Breast Cancer2023 New England Journal of Medicine article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Ann H. Partridge, Samuel M. Niman, Monica Ruggeri, Fedro Alessandro Peccatori, Hatem A. Azim, Marco Angelo Colleoni, +32 more
229citations -
Abstract GS4-09: Pregnancy Outcome and Safety of Interrupting Therapy for women with endocrine responsIVE breast cancer: Primary Results from the POSITIVE Trial (IBCSG 48-14/BIG 8-13)2023 Cancer Research conference-abstract Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies
Ann Partridge, Olivia Pagani, Samuel M. Niman, Monica Ruggeri, Fedro Alessandro Peccatori, Hatem A. Azim, +30 more
9citations