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Code and Data for "Multiresolution-based grid adaptation for the compression of ERA5 meteorological reanalysis data in MPTRACv2.7"2025 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Data Compression Techniques Open access
Farahnaz Khosrawi, Adrian Kolb, Lars Hoffmann, Siegfried Müller
0citations -
Code and Data for "Multiresolution-based grid adaptation for the compression of ERA5 meteorological reanalysis data in MPTRACv2.7"2025 JuSER (Forschungszentrum Jülich) dataset Computer Science Advanced Data Compression Techniques Open access
Farahnaz Khosrawi, Adrian Kolb, Lars Hoffmann, Siegfried Müller
0citations -
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
0citations -
Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems2025 International Journal of Refrigeration article Engineering Refrigeration and Air Conditioning Technologies Open access
Nicolás Ablanque Mejía, Nasrulloh Ratu Bagus Satrio Loka, Santiago Torras, Sriram Karthik Gurumurthy, Joaquim Rigola, C. Oliet, +3 more
3citations -
Deep data compression for approximate ultrasonic image formation2020 Utrecht University Repository (Utrecht University) book Computer Science Advanced Data Compression Techniques Open access
Georgios Pilikos, Lars Hörchens, K.J. Batenburg, T. van Leeuwen, Felix Lucka, Mathematical Modeling, +1 more
9citations -
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 -
Increasing the prediction quality of artificial neural network–based optimisation approaches for the sheet moulding compound compression moulding process by means of targeted expansion of training data2024 The International Journal of Advanced Manufacturing Technology article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Christian Hopmann, Marie Hadenfeldt, Jonas Neuhaus, Dominik Foerges
3citations -
3D Point Cloud Compression with Recurrent Neural Network and Image Compression Methods2022 IEEE Intelligent Vehicles Symposium conference-paper Computer Science Advanced Data Compression Techniques Open access
Till Beemelmanns, Yuchen Tao, Bastian Lampe, Lennart Reiher, Raphael van Kempen, Timo Woopen, +1 more
11citations -
Multidimensional Byte Pair Encoding: Shortened Sequences for Improved Visual Data Generation2025 IEEE/CVF International Conference on Computer Vision (ICCV) conference-paper Computer Science Advanced Data Compression Techniques Open access
Tim Elsner, Paula Usinger, Julius Nehring-Wirxel, Gregor Kobsik, Victor Czech, Yan‐Lin He, +2 more
0citations -
Heat Exchanger Surrogates for a Vapor Compression System2023 Linköping electronic conference proceedings conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access
Nasrulloh Ratu Bagus Satrio Loka, Nicolás Ablanque Mejía, Santiago Torras, Sriram Karthik Gurumurthy, Antonello Monti, Joaquim Rigola, +3 more
2citations -
Advancing the C 4 low-temperature oxidation chemistry through species measurements in a rapid compression machine. Part B: n-Butane2024 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies Open access
Jesus Caravaca-Vilchez, Jiaxin Liu, Pengzhi Wang, Yuki Murakami, Yingtao Wu, Henry J. Curran, +1 more
1citations