Nonlinear principal component analysis using autoassociative neural networks

• Aging State Classification of Lithium-Ion Batteries in a Low-Dimensional Latent Space

  2026 Batteries article Engineering Advanced Battery Technologies Research Open access

  0

  citations
• TI-FPCA: Effective and Interpretable Dimensionality Reduction with Transform-Invariant Functional Principal Component Analysis

  2025 Communications in computer and information science conference-paper Mathematics Advanced Statistical Methods and Models

  2

  citations
• Robust energy system design via semi-infinite programming

  2025 Optimization and Engineering article Engineering Integrated Energy Systems Optimization Open access

  1

  citations
• NeuralPDR: neural differential equations as surrogate models for photodissociation regions

  2025 Machine Learning Science and Technology article Physics and Astronomy Model Reduction and Neural Networks Open access

  3

  citations
• De-noising of galaxy optical spectra with autoencoders

  2023 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  11

  citations
• Efficient and Private ECG Classification on the Edge Using a Modified Split Learning Mechanism

  2022 IEEE International Conference on Healthcare Informatics (ICHI) conference-paper Medicine ECG Monitoring and Analysis

  13

  citations
• The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

  2022 SciPost Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  115

  citations
• Improving the Communication and Computation Efficiency of Split Learning for IoT Applications

  2021 Globecom conference-paper Computer Science Privacy-Preserving Technologies in Data cited by 1 patent

  47

  citations
• Report on 2105.14027v2

  2021 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Report on 2105.14027v1

  2021 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Rotation Invariance for Unsupervised Cell Representation Learning

  2021 Informatik aktuell book-chapter Computer Science Digital Imaging for Blood Diseases

  0

  citations
• Transfer Learning as Tool to Enhance Predictions of Molecular Properties Based on 2D Projections

  2020 Advanced Theory and Simulations article Computer Science Computational Drug Discovery Methods Open access cited by 1 patent

  9

  citations
• Computational Approaches for De Novo Drug Design: Past, Present, and Future

  2020 Methods in molecular biology book-chapter Computer Science Computational Drug Discovery Methods

  64

  citations

13 results