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Papers matching “convolutional autoencoder” 9

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A gap-filling method for room temperature data based on autoencoder neural networks
2021 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

5

citations
Comparative Analysis of Modern, AI-based Data Compression on Power Quality Disturbance Data
2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) conference-paper Engineering Power Quality and Harmonics

Markus Stroot, Philipp Lutat, Andreas Ulbig

1

citations
Comparing human and algorithmic anomaly detection for HVAC systems applications
2022 IEEE International Conference on Big Data Computing Service and Applications (BigDataService) conference-paper Engineering Fault Detection and Control Systems

Reuben Borrison, Marc Syndicus, André Orth, Romana Markovic, Marcel Dix, Antonio Liguori, +3 more

3

citations
Federated two-stage machine learning model for ultrasonic guided wave structural health monitoring of composite structures
2025 conference-paper Engineering Ultrasonics and Acoustic Wave Propagation

Lukas Jilke, Emy Arts, Florian Raddatz, Norbert Hosters, Marek Behr, Gerko Wende

0

citations
Race Car Flow Field Analysis using Autoencoders and Clustering
2023 International Journal of Automotive Engineering article Engineering Aerodynamics and Fluid Dynamics Research Open access

Michaela Reck, René Hilhorst, Marc Hilbert, Thomas Indinger

0

citations
Augmenting energy time-series for data-efficient imputation of missing values
2023 Applied Energy article Engineering Building Energy and Comfort Optimization

Antonio Liguori, Romana Markovic, Martina Ferrando, Jérôme Frisch, Francesco Causone, Christoph van Treeck

36

citations
Semantic enrichment of building information models via deep learning
2025 RWTH Publications (RWTH Aachen) dissertation Engineering BIM and Construction Integration Open access

0

citations
Feature Visualization for 3D Point Cloud Autoencoders
2020 conference-paper Engineering 3D Shape Modeling and Analysis

Thiago Rios, Bas van Stein, Stefan Menzel, Thomas Bäck, Bernhard Sendhoff, Patricia Wollstadt

21

citations
Deep learning for decoding lithium plating in lithium-ion batteries from post-mortem images
2026 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access

Thorsten Tegetmeyer-Kleine, Heinrich Ditler, Gereon Karsten Stahl, Christiane Rahe, Dirk Uwe Sauer, Weihan Li

0

citations

9 results