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A gap-filling method for room temperature data based on autoencoder neural networks2021 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Romana Markovic, Jérôme Frisch, Andreas Wagner, Francesco Causone, Christoph van Treeck
5citations -
Multi-Agent Scenario Generation in Roundabouts with a Transformer-Enhanced Conditional Variational Autoencoder2025 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Engineering Autonomous Vehicle Technology and Safety
Li Li, Tobias Brinkmann, Till Temmen, Markus Eisenbarth, Jakob Andert
0citations -
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access
Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter, Richard Ostwald, Rolf Lammering
5citations -
Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups2023 Scientific Reports article Computer Science Machine Learning in Healthcare Open access cited by 2 patents
Kilian Merkelbach, Steffen Schaper, Christian Diedrich, Sebastian Johannes Fritsch, Andreas Schuppert
12citations -
Disentangled multi-subject and social behavioral representations through a constrained subspace variational autoencoder (CS-VAE)2023 preprint Biochemistry, Genetics and Molecular Biology Zebrafish Biomedical Research Applications Open access
Daiyao Yi, Simon Musall, Anne K. Churchland, Nancy Padilla-Coreano, Shreya Saxena
6citations -
Disentangled multi-subject and social behavioral representations through a constrained subspace variational autoencoder (CS-VAE)2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Zebrafish Biomedical Research Applications Open access
Daiyao Yi, Simon Musall, Anne K. Churchland, Nancy Padilla-Coreano, Shreya Saxena
1citations -
Indoor environment data time-series reconstruction using autoencoder neural networks2021 Building and Environment article Engineering Building Energy and Comfort Optimization Open access
Antonio Liguori, Romana Markovic, Thi Thu Ha Dam, Jérôme Frisch, Christoph van Treeck, Francesco Causone
43citations -
Corrigendum: Autoencoder based Wear Assessment in Sheet Metal Forming (2020 IOP Conf. Ser.: Mater. Sci. Eng. 1157 012082)2021 IOP Conference Series Materials Science and Engineering erratum Engineering Laser and Thermal Forming Techniques Open access
Philipp Niemietz, Martin Unterberg, Daniel Trauth, Thomas Bergs
1citations -
Comparative Analysis of Unsupervised and Supervised Autoencoders for Nuclei Classification in Clear Cell Renal Cell Carcinoma Images2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science AI in cancer detection Open access
Fatemeh Javadian, Zahra Aminparast, Johannes Stegmaier, Abin Jose
0citations