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Emílio Dolgener Cantú, Rolf Klemens Wittmann, Oliver Abdeen, Patrick Wagner, Wojciech Samek, Moritz Baier, Sebastian Lapuschkin

Deep learning-based multi project InP wafer simulation towards unsupervised surface defect detection

December 16, 2025
https://doi.org/10.1016/j.jfranklin.2025.108316

Matthieu Muller, Daniele Picone, Begüm Demir, Gustau Camps-Valls, Mauro Dalla Mura, Magnús Örn Úlfarsson

Hybrid Deep Learning Models for Remote Sensing Image Processing

December 12, 2025
https://doi.org/10.1109/JPROC.2025.3638871

Andrea Bulgarelli, Elia Cellini, Karl Jansen, Stefan Kühn, Alessandro Nada, Shinichi Nakajima, Kim A. Nicoli, Marco Panero

Computing quantum entanglement with machine learning

December 12, 2025
https://doi.org/10.48550/arXiv.2512.11389

M. Tsokanaridou, J. Hackstein, G. Hoxha, S.-A. Kefalidis, K. Plas, B. Demir, M. Koubarakis, M. Corsi, C. Leoni, G. Pasquali et al.

DA4DTE: Anagentic system for enhancing the accessibility of Digital Twins of Earth

November 25, 2025
https://dares25.github.io/papers/DARES25_paper_14.pdf

Parastoo Semnani, Mihail Bogojeski, Florian Bley, Christoph Weisser, Jan Herrmann, Qiong Wu, Zizheng Zhang, Thomas Kneib, Klaus Robert Muller

From Prediction to Proposal in Catalysis: robust evaluation, LRP explanations, and relevance-guided candidate generation

November 12, 2025
https://openreview.net/forum?id=KYt62m0WXv