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Papers matching “data-driven estimation” 217

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Data-Driven Line Parameter Estimation for Unknown Customer Order considering Customer Connection Lines
2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe) conference-paper Engineering Power System Optimization and Stability

Nina Štumberger, Franziska Tischbein, Andreas Bong, Andreas Ulbig

0

citations
A Data-driven Technique for Network Line Parameter Estimation Using Gaussian Processes
2023 IEEE Power & Energy Society General Meeting (PESGM) conference-paper Engineering Power System Optimization and Stability

Priyanka Arkalgud Ganeshamurthy, Antonello Monti, Ferdinanda Ponci

1

citations
Data-Driven Covariate Selection for Nonparametric and Cycle-Agnostic Causal Effect Estimation
2026 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Ana Letícia Garcez Vicente, Gijs van Seeventer, Saber Salehkaleybar

0

citations
Multiarea Parallel Data-Driven Three-Phase Distribution System State Estimation Using Synchrophasor Measurements
2020 IEEE Transactions on Instrumentation and Measurement article Engineering Power System Optimization and Stability cited by 2 patents

Behzad Zargar, Andrea Angioni, Ferdinanda Ponci, Antonello Monti

51

citations
A fully data-driven algorithm for accurate shear estimation
2021 Astronomy and Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access

Henk Hoekstra

12

citations
Data-driven state estimation toward blade individual load-reduction of wind turbines1
2022 Journal of Physics Conference Series conference-paper Engineering Control Systems and Identification Open access

A Klein, Thomas Konrad, Dirk Abel

0

citations
Data-Driven Approach for Left Ventricular Volume Estimation using Intracardiac Admittance
2025 Current Directions in Biomedical Engineering article Medicine Cardiovascular Function and Risk Factors Open access

Steffen K. Leonhardt, Marian Walter

0

citations
Transferable data-driven capacity estimation for lithium-ion batteries with deep learning: A case study from laboratory to field applications
2023 Applied Energy article Engineering Advanced Battery Technologies Research

Qiao Wang, Min Ye, Xue Cai, Dirk Uwe Sauer, Weihan Li

57

citations
Data-driven uncertainty quantification for constrained stochastic differential equations and application to solar photovoltaic power forecast data
2025 Statistics and Computing article Engineering Energy Load and Power Forecasting Open access

Khaoula Ben Chaabane, Ahmed Kebaier, Marco Scavino, Raul F. Tempone

3

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 methods for accelerating microstructure-property analysis in metallic materials
2026 RWTH Publications (RWTH Aachen) dissertation Materials Science Machine Learning in Materials Science Open access

Zhang Chen

0

citations
Potential Value of Identifying Type 2 Diabetes Subgroups for Guiding Intensive Treatment: A Comparison of Novel Data-Driven Clustering With Risk-Driven Subgroups
2023 Diabetes Care article Medicine Diabetes Treatment and Management Open access

Xinyu Li, Anoukh van Giessen, James Altunkaya, Roderick C. Slieker, Joline W. J. Beulens, Leen M. ‘t Hart, +4 more

8

citations
Potential Value of Identifying Type 2 Diabetes Subgroups for Guiding Intensive Treatment: A Comparison of Novel Data-Driven Clustering to Risk-driven Subgroups
2023 other Medicine Diabetes Treatment and Management Open access

Xinyu Li, Anoukh van Giessen, James Altunkaya, Roderick C. Slieker, Joline W. J. Beulens, Leen M. ‘t Hart, +4 more

0

citations
Potential Value of Identifying Type 2 Diabetes Subgroups for Guiding Intensive Treatment: A Comparison of Novel Data-Driven Clustering to Risk-driven Subgroups
2023 other Medicine Diabetes Treatment and Management Open access

Xinyu Li, Anoukh van Giessen, James Altunkaya, Roderick C. Slieker, Joline W. J. Beulens, Leen M. ‘t Hart, +4 more

0

citations
Potential Value of Identifying Type 2 Diabetes Subgroups for Guiding Intensive Treatment: A Comparison of Novel Data-Driven Clustering to Risk-driven Subgroups
2023 other Medicine Diabetes Treatment and Management Open access

Xinyu Li, Anoukh van Giessen, James Altunkaya, Roderick C. Slieker, Joline W. J. Beulens, Leen M. ‘t Hart, +4 more

0

citations
Data-Driven, Short-Term Prediction of Charging Station Occupation
2023 Electricity article Engineering Electric Vehicles and Infrastructure Open access

Roya Aghsaee, Christopher Hecht, Felix Schwinger, Jan Figgener, Matthias Jarke, Dirk Uwe Sauer

15

citations
Assessing the capabilities of 2D fluorescence monitoring in microtiter plates with data-driven modeling for secondary substrate limitation experiments of Hansenula polymorpha
2023 Journal of Biological Engineering article Chemistry Spectroscopy and Chemometric Analyses Open access

Christoph Berg, Laura Herbst, Lisa Gremm, Nina Ihling, Olivier Paquet‐Durand, Bernd Hitzmann, +1 more

3

citations
Data-driven Parameters Tuning for Predictive Performance Improvement of Wire Bonder Multi-body Model
2024 preprint Engineering Control Systems and Identification Open access

Xiaodong Cheng, A. Di Bucchianico, Najmeh Javanmardi, Matthijs de Jong, Emil Lykke Diget, Colin P. Please, +4 more

1

citations
Data-driven respiratory motion correction of dual-gated cardiac PET/CT for coronary plaque imaging
2024 conference-paper Medicine Medical Imaging Techniques and Applications

Wei Hu, Alexander Broersen, Kjell Erlandsson, Raymond Endozo, Robert I. Shortman, Simon Wan, +3 more

0

citations
Capturing the Complex Relationship Between Internal and External Training Load: A Data-Driven Approach
2023 International Journal of Sports Physiology and Performance article Medicine Sports Performance and Training Open access

Stephan van der Zwaard, Ruby Otter, Matthias Kempe, Arno Knobbe, Inge K. Stoter

10

citations
Data-Driven Modeling for Digital Representations in Energy Systems
2026 JuSER (Forschungszentrum Jülich) dissertation Engineering Power System Optimization and Stability Open access

Marcel Zimmer

0

citations
Data-driven systematic parameter identification of an electrochemical model for lithium-ion batteries with artificial intelligence
2021 Energy storage materials article Engineering Advanced Battery Technologies Research Open access cited by 2 patents

Weihan Li, Iskender Demir, Decheng Cao, Dominik Jöst, Florian Ringbeck, Dirk Uwe Sauer

210

citations
Robust Direct Data-Driven Control for Probabilistic Systems
2023 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Alexander von Rohr, Sebastian Trimpe

0

citations
Data-driven modeling of single-sided bottom-hung window ventilation
2025 Building and Environment article Engineering Building Energy and Comfort Optimization Open access

0

citations
Data-driven modeling of open circuit voltage hysteresis for LiFePO 4 batteries with conditional generative adversarial network
2025 Energy and AI article Engineering Advanced Battery Technologies Research Open access

Lisen Yan, Jun Peng, Zeyu Zhu, Heng Li, Zhiwu Huang, Dirk Uwe Sauer, +1 more

20

citations