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Papers matching “autoencoder architecture” 8

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Autoencoder based Wear Assessment in Sheet Metal Forming
2021 IOP Conference Series Materials Science and Engineering conference-paper Engineering Metal Forming Simulation Techniques Open access

Philipp Niemietz, Martin Unterberg, Daniel Trauth, Thomas Bergs

17

citations
Utilization of deep autoencoders for improving semantic segmentation of 3D point clouds
2025 RWTH Publications (RWTH Aachen) conference-paper Engineering 3D Shape Modeling and Analysis Open access

Marcel Aubart, Hristo Vassilev Hristo Vassilev

0

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
Point2FFD: Learning Shape Representations of Simulation-Ready 3D Models for Engineering Design Optimization
2021 International Conference on 3D Vision (3DV) conference-paper Engineering 3D Shape Modeling and Analysis Open access

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

8

citations
Explainable neural network for time series-based condition monitoring in sheet metal shearing
2025 Journal of Intelligent Manufacturing article Engineering Machine Fault Diagnosis Techniques Open access

Marco Becker, Philipp Niemietz, Thomas Bergs

2

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
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
Spiking neural networks for nonlinear regression of complex transient signals on sustainable neuromorphic processors
2024 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access

Marcus Stoffel, Saurabh Balkrishna Tandale

14

citations

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