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ZipGAN: Super-Resolution-based Generative Adversarial Network Framework for Data Compression of Direct Numerical Simulations2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Ludovico Nista, Christoph Schumann, Fabian Fröde, Mohamed Gowely, Temistocle Grenga, Jonathan F. MacArt, +2 more
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Robust and fast post-processing of single-shot spin qubit detection events with a neural network2021 Scientific Reports article Physics and Astronomy Quantum and electron transport phenomena Open access
Tom Struck, Javed Lindner, Arne Hollmann, Floyd Schauer, Andreas Schmidbauer, Dominique Bougeard, +1 more
16citations -
Hierarchical network structure as the source of hierarchical dynamics (power-law frequency spectra) in living and non-living systems: How state-trait continua (body plans, personalities) emerge from first principles in biophysics9citations
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Advanced Northern Tracks Selection using a Graph Convolutional Neural Network for the IceCube Neutrino Observatory2025 International Cosmic Ray Conference conference-paper Physics and Astronomy Neutrino Physics Research Open access
Philipp Soldin, M. Ackermann, Jenni Adams, Sanjib Kumar Agarwalla, Juanan Aguilar, M. Ahlers, +91 more
0citations