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Papers matching “reduced dimensionality” 651

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Crustal-scale thermal models: revisiting the influence of deep boundary conditions
2022 Environmental Earth Sciences article Energy Geothermal Energy Systems and Applications Open access

Denise Degen, Karen Veroy, Magdalena Scheck‐Wenderoth, Florian Wellmann

14

citations
Two arguments against the use of radar plots for constructing composite indicators
2022 Brazilian Journal of Chemical Engineering article Environmental Science Environmental Impact and Sustainability Open access

Reinout Heijungs

7

citations
Prognostic significance of left ventricular diastolic dysfunction and filling pressures based on current guideline recommendations
2020 European Heart Journal - Cardiovascular Imaging editorial Medicine Cardiovascular Function and Risk Factors

Arnold C.T. Ng, Jagat Narula, Jeroen Joost Bax

1

citations
Crustal-Scale Thermal Models: Revisiting the Influence of Deep Boundary Conditions
2021 preprint Energy Geothermal Energy Systems and Applications Open access

Denise Degen, Karen Veroy, Magdalena Scheck‐Wenderoth, Florian Wellmann

0

citations
Optimal Importance Sampling via Stochastic Optimal Control for Stochastic Reaction Networks
2021 arXiv (Cornell University) preprint Economics, Econometrics and Finance Stochastic processes and financial applications Open access

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

0

citations
Crustal-Scale Thermal Models: Revisiting the Influence of Deep Boundary Conditions
2022 preprint Energy Geothermal Energy Systems and Applications Open access

Denise Degen, Karen Veroy, Magdalena Scheck‐Wenderoth, Florian Wellmann

0

citations
Nonlinear parametric simulation by proper generalized decomposition on the example of a synchronous machine
2022 COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering article Physics and Astronomy Model Reduction and Neural Networks

Fabian Müller, Paul Baumanns, Martin Marco Nell, Kay Hameyer

4

citations
Efficient Surface Roughness Prediction in Laser Micromachining via Explainability‐Driven Feature Reduction
2026 Expert Systems article Engineering Laser Material Processing Techniques Open access

Miguel Camacho-Sánchez, Fran Pastor-Naranjo, Luis Correas-Naranjo, Nélida Mirabet-Herranz, Laëtitia Launet, Milena Žurić, +1 more

1

citations
Quantifying Geodynamical Influences through Physics-Based Machine Learning: A Case Study from the Alpine Region
2023 conference-abstract Physics and Astronomy Model Reduction and Neural Networks Open access

Denise Degen, Ajay Kumar, Mauro Cacace, Magdalena Scheck‐Wenderoth, Florian Wellmann

0

citations
Clustering of artificial intelligence derived plaque features for risk stratification for future atrial fibrillation development
2024 European Heart Journal article Medicine Cardiac Imaging and Diagnostics

Richard H. Epstein, Eric Hu, Samantha R. Spierling Bagsic, FRANCESCA CALICCHIO, Alexander van Rosendael, Shawn Newlander, +4 more

0

citations
Structure-exploiting uncertainty quantification and control : Bayesian inference and Itô SDE methods from MRI segmentation to autonomous sensing
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Medical Image Segmentation Techniques Open access

Felix Terhag

0

citations
Autoencoder-based non-intrusive model order reduction for anisotropic and multi-physics problems
2026 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

Jannick Kehls, Ellen Kuhl, Tim Brepols, Kevin Linka, Hagen Holthusen

0

citations
Imputation of missing values in multi-view data
2024 Information Fusion article Mathematics Statistical Methods and Bayesian Inference Open access cited by 1 patent

Wouter van Loon, Marjolein Fokkema, Frank de Vos, Marisa Koini, Reinhold Ernst Schmidt, Mark de Rooij

17

citations
MACE: A Machine-learning Approach to Chemistry Emulation
2024 The Astrophysical Journal article Physics and Astronomy Model Reduction and Neural Networks Open access

Silke Maes, Frederik De Ceuster, Marie Van de Sande, L. Decin

12

citations
Predicting vehicle prices via quantum-assisted feature selection
2023 International Journal of Information Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

David Von Dollen, Florian Neukart, Thomas Bäck

10

citations
Sparse PCA Support Exploration of Process Structures for Decentralized Fault Detection
2021 Industrial & Engineering Chemistry Research article Engineering Fault Detection and Control Systems

Maximilian F. Theisen, Gyula Dörgő, János Abonyi, Ahmet Palazoğlu

10

citations
Prediction of Turbulent Boundary Layer Flow Dynamics with Transformers
2024 Mathematics article Physics and Astronomy Model Reduction and Neural Networks Open access

Rakesh Sarma, Fabian Hübenthal, Eray Inanc, Andreas Lintermann

9

citations
MACE: A Machine learning Approach to Chemistry Emulation
2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Silke Maes, F. De Ceuster, Marie Van de Sande, L. Decin

0

citations
Feature Visualization for 3D Point Cloud Autoencoders
2020 conference-paper Engineering 3D Shape Modeling and Analysis

Thiago Rios, Bas van Stein, Stefan Menzel, Thomas Bäck, Bernhard Sendhoff, Patricia Wollstadt

21

citations
Data-driven framework for input/output lookup tables reduction: Application to hypersonic flows in chemical nonequilibrium
2023 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

17

citations
Principal component density estimation for scenario generation using normalizing flows
2022 Data-Centric Engineering article Engineering Energy Load and Power Forecasting Open access

Eike Cramer, Alexander Mitsos, Raul F. Tempone, Manuel Dahmen

14

citations
Longitudinal Changes in Left Ventricular Blood Flow Kinetic Energy After Myocardial Infarction: Predictive Relevance for Cardiac Remodeling
2021 Journal of Magnetic Resonance Imaging article Medicine Cardiac Imaging and Diagnostics Open access

H Ben-Arzi, Arka Das, Christopher R. Kelly, Rob J. van der Geest, Sven Plein, Erica Dall’Armellina

10

citations
Neural network input feature selection using structured l2 − norm penalization
2022 Applied Intelligence article Computer Science Neural Networks and Applications Open access

Nathaniel Egwu, Thomas Mrziglod, Andreas Schuppert

7

citations
Determining the time before or after a galaxy merger event
2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

William Pearson, Vicente Rodríguez-Gómez, Sandor Kruk, Berta Margalef-Bentabol

7

citations
Learning-based importance sampling via stochastic optimal control for stochastic reaction networks
2023 Statistics and Computing article Mathematics Markov Chains and Monte Carlo Methods Open access

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

4

citations