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A Data-Driven Reduced Order Modeling Approach Applied in Context of Numerical Analysis and Optimization of Plastic Profile Extrusion4citations
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Multiwavelength Campaign Observations of a Young Solar-type Star, EK Draconis. II. Understanding Prominence Eruption through Data-driven Modeling and Observed Magnetic Environment2024 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Kosuke Namekata, Kai Ikuta, Pascal M. Petit, Vladimir Airapetian, A. A. Vidotto, Petr Heinzel, +12 more
16citations -
Data-driven framework for input/output lookup tables reduction: Application to hypersonic flows in chemical non-equilibrium2022 RWTH Publications (RWTH Aachen) article Physics and Astronomy Model Reduction and Neural Networks Open access
Clément Scherding, Georgios Rigas, Denis Sipp, Peter J. Schmid, Taraneh Sayadi
1citations -
Data-driven framework for input/output lookup tables reduction: Application to hypersonic flows in chemical nonequilibrium2023 Physical Review Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access
Clément Scherding, Georgios Rigas, Denis Sipp, Peter J. Schmid, Taraneh Sayadi
17citations -
Complementary dataset of the paper "The viewing angle in AGN SED models, a data-driven analysis"2021 Zenodo (CERN European Organization for Nuclear Research) dataset Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Andrés Felipe Ramos Padilla, K. Małek, Andreas Efstathiou, Guang Yang
20citations -
Complementary dataset of the paper "The viewing angle in AGN SED models, a data-driven analysis"2021 University of Groningen research database (University of Groningen / Centre for Information Technology) dataset Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Andrés Felipe Ramos Padilla, Lingyu Wang, K. Małek, Andreas Efstathiou, Guang Yang
0citations -
Bayesian galactic cartography via Gaussian processes: dark matter and interstellar gas : towards a new era of data-driven high-dimensional modelling in astrophysics0citations
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Propagating data-driven galaxy redshift distribution uncertainties in 3 × 2-pt analyses2026 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Cosmology and Gravitation Theories Open access
Jaime Ruiz-Zapatero, Qianjun Hang, Yun-Hao Zhang, Benjamin Joachimi, Joe Zuntz, I. Harrison, +3 more
0citations