Papers matching “super-resolution network” 31
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Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations2024 Future Generation Computer Systems article Computer Science Advanced Image Processing Techniques Open access
Xin Liu, Mario Rüttgers, Alessio Quercia, Romain Égelé, Elisabeth A. G. Pfaehler, Rushikesh Shende, +4 more
8citations -
ZipGAN: Super-Resolution-based Generative Adversarial Network Framework for Data Compression of Direct Numerical Simulations2024 arXiv (Cornell University) preprint Computer Science Advanced Image Processing Techniques Open access
Ludovico Nista, Christoph Schumann, Fabian Fröde, Mohamed Gowely, Temistocle Grenga, Jonathan F. MacArt, +2 more
0citations -
ZipGAN: Super-Resolution-Based Generative Adversarial Network Framework for Data Compression of Direct Numerical Simulations2025 Lecture notes in computational science and engineering conference-paper Physics and Astronomy Model Reduction and Neural Networks
Ludovico Nista, Christoph Schumann, Fabian Fröde, Mohamed Gowely, Temistocle Grenga, Jonathan F. MacArt, +2 more
0citations -
Using physics-informed enhanced super-resolution generative adversarial networks for subfilter modeling in turbulent reactive flows2021 Proceedings of the Combustion Institute article Engineering Fluid Dynamics and Turbulent Flows Open access
Mathis Bode, Michael Gauding, Zeyu Lian, Dominik Denker, Marco Davidovic, Konstantin Kleinheinz, +2 more
150citations -
Super-Resolution Imaging of the A- and B-Type Lamin Networks: A Comparative Study of Different Fluorescence Labeling Procedures2021 International Journal of Molecular Sciences article Biochemistry, Genetics and Molecular Biology Nuclear Structure and Function Open access
Merel Stiekema, Frans C. S. Ramaekers, Dimitrios Kapsokalyvas, Marc A. M. J. van Zandvoort, Rogier J. A. Veltrop, Jos L. V. Broers
21citations -
Detailed Colocalization Analysis of A- and B-type Nuclear Lamins: a Workflow Using Super-Resolution STED Microscopy and Deconvolution2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Materials Science Graphite, nuclear technology, radiation studies Open access
Merel Stiekema, Owen N. Gibson, Rogier J. A. Veltrop, Frans C. S. Ramaekers, Jos L. V. Broers, Marc A.M.J. van Zandvoort
1citations -
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Turbulent Non-Premixed Combustion on Non-Uniform Meshes and Demonstration of an Accelerated Simulation Workflow2citations
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Applying physics-informed enhanced super-resolution generative adversarial networks to turbulent premixed combustion and engine-like flame kernel direct numerical simulation data2023 Proceedings of the Combustion Institute article Engineering Combustion and flame dynamics Open access
Mathis Bode, Michael Gauding, Dominik Goeb, Tobias Falkenstein, Heinz G. Pitsch
31citations -
Resolution enhancement of scanning electron micrographs using artificial intelligence2025 Materials & Design article Materials Science Electron and X-Ray Spectroscopy Techniques Open access
Tom Reclik, Setareh Medghalchi, Maximilian A. Wollenweber, Talal Al‐Samman, Sandra Korte‐Kerzel, U. Kerzel
5citations -
Investigation of the generalization capability of a generative adversarial network for large eddy simulation of turbulent premixed reacting flows2022 Proceedings of the Combustion Institute article Engineering Fluid Dynamics and Turbulent Flows Open access
Ludovico Nista, Christoph Schumann, Temistocle Grenga, Antonio Attili, Heinz G. Pitsch
40citations