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Papers matching “reduced dimensionality” 396

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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
Filtered Markovian projection: dimensionality reduction in filtering for stochastic reaction networks
2026 Statistics and Computing article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

Chiheb Ben Hammouda, Sophia Münker, Raul F. Tempone

1

citations
Reduced basis surrogates for quantum spin systems based on tensor networks
2023 Physical review. E article Physics and Astronomy Quantum many-body systems Open access

Paul Brehmer, Michael F. Herbst, Stefan Weßel, Matteo Rizzi, Benjamin Stamm

9

citations
Reduced basis surrogates for quantum spin systems based on tensor networks
2023 PubMed article Physics and Astronomy Quantum many-body systems Open access

Paul Brehmer, Michael F. Herbst, Stefan Weßel, Matteo Rizzi, Benjamin Stamm

0

citations
Prognostic Value of Multilayer Left Ventricular Global Longitudinal Strain in Patients with ST-segment Elevation Myocardial Infarction with Mildly Reduced Left Ventricular Ejection Fractions
2021 The American Journal of Cardiology article Medicine Cardiovascular Function and Risk Factors Open access

Rachid Abou, Laurien Goedemans, José M. Montero Cabezas, Edgard Alexander Prihadi, Mohammed El Mahdiui, Martin Jan Schalij, +3 more

12

citations
Development and application of a reduced chemical kinetic mechanism for e-gasoline surrogate fuel in engine combustion modelling
2025 Energy Conversion and Management article Chemical Engineering Advanced Combustion Engine Technologies Open access

Massimo Duchi, Giuseppe Sammito, Marcus Fischer, Nicolò Cavina

2

citations
Advecting Superspecies: Efficiently Modeling Transport of Organic Aerosol With a Mass‐Conserving Dimensionality Reduction Method
2023 Journal of Advances in Modeling Earth Systems article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access

Patrick Obin Sturm, Astrid Manders, Ruud H. H. Janssen, Arjo J. Segers, Anthony S. Wexler, Hai Xiang Lin

9

citations
Surrogate models for quantum spin systems based on reduced-order modeling
2022 Physical review. E article Physics and Astronomy Quantum many-body systems Open access

Michael F. Herbst, Benjamin Stamm, Stefan Weßel, Matteo Rizzi

15

citations
Regularized reduced rank regression for mixed predictor and response variables
2026 British Journal of Mathematical and Statistical Psychology article Mathematics Statistical Methods and Applications Open access

Lorenza Cotugno, Mark de Rooij, Roberta Siciliano

0

citations
Interpretably learning the critical temperature of superconductors: Electron concentration and feature dimensionality reduction
2024 APL Materials article Materials Science Machine Learning in Materials Science Open access

Ángel Díaz Carral, Martín Roitegui, Maria Fyta

4

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
Reduced order modeling of structural problems with damage and plasticity
2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Jannick Kehls, Steffen Kastian, Tim Brepols, Stefanie Reese

6

citations
A reduced-order model for multiphase simulation of transient inert sprays in the context of compression ignition engines
2021 International Journal of Multiphase Flow article Chemical Engineering Advanced Combustion Engine Technologies Open access

Abhishek Y. Deshmukh, Temistocle Grenga, Marco Davidovic, Leif Schumacher, Johannes Palmer, Manuel Armin Reddemann, +2 more

7

citations
Physics-based reduced-order modeling of flash-boiling sprays in the context of internal combustion engines
2023 RWTH Publications (RWTH Aachen) article Chemical Engineering Advanced Combustion Engine Technologies Open access

Abhishek Y. Deshmukh, Temistocle Grenga, Heinz G. Pitsch

0

citations
Penalized Reduced Rank Regression for Multi‐Outcome Survival Data Supports a Common Metabolic Risk Score for Age‐Related Diseases
2025 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

Marije H. Sluiskes, Hein Putter, Marian Beekman, Jelle J. Goeman, Mar Rodríguez‐Girondo

0

citations
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space
2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter, Richard Ostwald, Rolf Lammering

5

citations
A reduced-order model for turbulent reactive sprays in compression ignition engines
2021 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies Open access

Abhishek Y. Deshmukh, Marco Davidovic, Temistocle Grenga, Raghavan Lakshmanan, Liming Cai, Heinz G. Pitsch

4

citations
Reduced order modeling of modular parameter dependent structures based on proper orthogonal decomposition and mesh tying
2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Stephan Ritzert, Domen Macek, Jaan‐Willem Simon, Stefanie Reese

1

citations
Reduced-order structure-property linkages for stochastic metamaterials
2025 Physical Review Materials article Materials Science Machine Learning in Materials Science Open access

Hooman Danesh, Maruthi Annamaraju, Tim Brepols, Stefanie Reese, Surya R. Kalidindi

0

citations
Efficient high cone-angle artifact reduction in circular cone-beam CT using deep learning with geometry-aware dimension reduction
2021 Physics in Medicine and Biology article Dentistry Dental Radiography and Imaging Open access

Jordi Minnema, Maureen A.J.M. van Eijnatten, Henri Der Sarkissian, Shannon Doyle, Juha Koivisto, Jan Wolff, +3 more

5

citations
Regional Sensitivity Analysis for Maximum Static Transfer Capability of Power Systems by Dimension-Adaptive Sparse Grid Interpolation
2023 IEEE Transactions on Power Systems article Engineering Power System Optimization and Stability

Xingyu Lin, Sui Peng, Junjie Tang, Ferdinanda Ponci, Antonello Monti, Wenyuan Li

5

citations
Chalcogenides by Design: Functionality through Metavalent Bonding and Confinement
2020 Advanced Materials article Materials Science Phase-change materials and chalcogenides Open access

Bart Jan Kooi, Matthias Wuttig

316

citations
Learning minimal representations of fermionic ground states
2026 Physical Review Research article Physics and Astronomy Quantum many-body systems Open access

Felix Frohnert, Emiel Koridon, Stefano Polla

0

citations
Robust energy system design via semi-infinite programming
2025 Optimization and Engineering article Engineering Integrated Energy Systems Optimization Open access

Moritz Wedemeyer, Eike Cramer, Alexander Mitsos, Manuel Dahmen

1

citations
Automated importance sampling via optimal control for stochastic reaction networks: A Markovian projection–based approach
2024 Journal of Computational and Applied Mathematics article Economics, Econometrics and Finance Stochastic processes and financial applications Open access

Chiheb Ben Hammouda, Nadhir Ben Rached, Raul F. Tempone, Sophia Wiechert

2

citations