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Papers matching “data modeling” 2,375

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Systematic Uncertainties of Atomic Data in Photoionization Modeling
2023 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Ralf Ballhausen, T. R. Kallman, Liyi Gu, Frits B. S. Paerels

5

citations
A Data-driven Reduced Order Modeling Approach Applied In Context Of Numerical Analysis And Optimization Of Plastic Profile Extrusion
2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Norbert Hosters

0

citations
Modeling Unsteady Flows for Aeroelasticity Through Machine Learning and Data-Driven Methods
2024 AIAA SciTech Forum conference-paper Physics and Astronomy Model Reduction and Neural Networks cited by 1 patent

Jiaqing Kou, Matthias H. Meinke, Wolfgang Schröeder, Daning Huang

0

citations
Quantifying data needs in surrogate modeling for flow fields in two-dimensional stirred tanks with physics-informed neural networks
2025 Physics of Fluids article Physics and Astronomy Model Reduction and Neural Networks

Veronika Trávníková, Eric von Lieres, Marek Behr

6

citations
Integrating Inverse and Forward Modeling for Sparse Temporal Data from Sensor Networks
2025 Lecture notes in computer science conference-paper Physics and Astronomy Model Reduction and Neural Networks

Julian Vexler, Björn D. Vieten, Martin Nelke, Stefan Krämer

1

citations
Hybrid Neural Ordinary Differential Equations for Data-Efficient Polymerization Modeling with Incomplete Kinetics
2026 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Marah Almanasreh, Alexander Mitsos, Eike Cramer

0

citations
Heterogeneous data-driven aerodynamic modeling based on physical feature embedding
2023 Chinese Journal of Aeronautics article Physics and Astronomy Model Reduction and Neural Networks Open access

Weiwei Zhang, Xuhao Peng, Jiaqing Kou, Xu Wang

39

citations
Inverse modeling of process parameters from data to predict the cooling behavior in injection molding
2025 Journal of Manufacturing Processes article Physics and Astronomy Model Reduction and Neural Networks

Sven Robert Raisch, Christian Hopmann, Mauritius Schmitz

8

citations
Data-Driven Nonlinear Model Reduction Using Koopman Theory: Integrated Control Form and NMPC Case Study
2022 IEEE Control Systems Letters article Physics and Astronomy Model Reduction and Neural Networks Open access

Jan C. Schulze, Alexander Mitsos

17

citations
Data-driven reduced order surrogate modeling for coronary in-stent restenosis
2024 Computer Methods and Programs in Biomedicine article Physics and Astronomy Model Reduction and Neural Networks Open access

Jianye Shi, Kiran Manjunatha, Felix Jan Vogt, Stefanie Reese

2

citations
When Spectral Modeling Meets Convolutional Networks: A Method for Discovering Reionization-era Lensed Quasars in Multiband Imaging Data
2023 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

I.T Andika, K. Jahnkę, Arjen van der Wel, Eduardo Bañados, Sarah E. I. Bosman, Frederick B. Davies, +5 more

8

citations
A Data-Driven Reduced Order Modeling Approach Applied in Context of Numerical Analysis and Optimization of Plastic Profile Extrusion
2022 European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS) conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access

Norbert Hosters

4

citations
Uncertainties in Atomic Data for Modeling Astrophysical Charge Exchange Plasmas
2022 Sensors article Physics and Astronomy Atomic and Molecular Physics Open access

Liyi Gu, Chintan D. Shah, R. T. Zhang

14

citations
Uncertainties in Atomic Data for Modeling Astrophysical Charge Exchange Plasmas
2022 arXiv (Cornell University) preprint Physics and Astronomy Atomic and Molecular Physics Open access

Liyi Gu, Chintan D. Shah, Ruitian Zhang

0

citations
Multiwavelength Campaign Observations of a Young Solar-type Star, EK Draconis. II. Understanding Prominence Eruption through Data-driven Modeling and Observed Magnetic Environment
2024 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

16

citations
Data-Driven Reduced Order Surrogate Modeling for Coronary In-Stent Restenosis
2024 SSRN Electronic Journal preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Jianye Shi, Kiran Manjunatha, Felix Jan Vogt, Stefanie Reese

0

citations
Model-free data-driven computational mechanics enhanced by tensor voting
2020 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

Robert Eggersmann, Laurent Stainier, M. Ortíz, Stefanie Reese

82

citations
Neutrino mass bounds from confronting an effective model with BOSS Lyman-α data
2021 Journal of Cosmology and Astroparticle Physics article Physics and Astronomy Cosmology and Gravitation Theories Open access

Laura Sagunski, Matteo Viel

22

citations
Modeling high-dimensional dependence in astronomical data
2020 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

R. Vio, Thomas Nagler, P. Andreani

5

citations
Selection Functions in Astronomical Data Modeling, with the Space Density of White Dwarfs as a Worked Example
2021 The Astronomical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access

Hans‐Walter Rix, David W. Hogg, Douglas Boubert, A. G. A. Brown, Andrew R. Casey, R. Drimmel, +3 more

39

citations
Identification of MIMO Wiener-type Koopman models for data-driven model reduction using deep learning
2022 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent

Jan C. Schulze, Danimir T. Doncevic, Alexander Mitsos

29

citations
Fast simulation of coronary in‐stent restenosis: A non‐intrusive data‐driven reduced order surrogate model
2024 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Jianye Shi, Kiran Manjunatha, Stefanie Reese

1

citations
The Dark Machines Anomaly Score Challenge : Benchmark Data and Model Independent Event Classification for the Large Hadron Collider
2021 Repository for Publications and Research Data (ETH Zurich) article Physics and Astronomy Particle physics theoretical and experimental studies Open access

Melissa Corona van Beekveld, M. Bóna, A. Boveia, S. Caron, Joe Davies, Caterina Doglioni, +3 more

1

citations
Testing hadronic-model predictions of depth of maximum of air-shower profiles and ground-particle signals using hybrid data of the Pierre Auger Observatory
2024 Physical review. D/Physical review. D. article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

Adila Abdul Halim, P. Abreu, M. Aglietta, I. Allekotte, Kévin Almeida Cheminant, A. Almela, +92 more

29

citations
Model-free inequality for data of Einstein-Podolsky-Rosen-Bohm experiments
2023 arXiv (Cornell University) preprint Physics and Astronomy Quantum Mechanics and Applications Open access

Hans A. De Raedt, Mikhail I. Katsnelson, Manpreet Singh Jattana, Vrinda Mehta, Madita Willsch, Dennis Willsch, +2 more

1

citations