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Papers matching “data-driven research” 284

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Data-Driven Approach to the Analysis of Real-Time FMRI Neurofeedback Data: Disorder-Specific Brain Synchrony in PTSD
2021 International Journal of Neural Systems article Neuroscience Functional Brain Connectivity Studies

Jana Zweerings, Kiira Karoliina Sarasjärvi, Krystyna A. Mathiak, Jorge Iglesias-Fuster, Fengyu Cong, Mikhail Zvyagintsev, +1 more

7

citations
AutoMoG 3D: Automated Data-Driven Model Generation of Multi-Energy Systems Using Hinging Hyperplanes
2021 Frontiers in Energy Research article Engineering Integrated Energy Systems Optimization Open access

Andreas Kämper, Alexander Holtwerth, Ludger Leenders, André Bardow

12

citations
Training Dataset for SEST 2026 Submission: Influence of Training Data Selection on Data-Driven Power Quality Disturbance Classification Models
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Open access

Markus Stroot

0

citations
Training Dataset for SEST 2026 Submission: Influence of Training Data Selection on Data-Driven Power Quality Disturbance Classification Models
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Open access

Markus Stroot

0

citations
Prediction and Characterization of Flooding in Pulsed Sieve Plate Extraction Columns Using Data-Driven Models
2020 Industrial & Engineering Chemistry Research article Engineering Fault Detection and Control Systems

Johannes Brockkötter, Michael Cielanga, Benedikt Weber, Andreas Jupke

19

citations
Demystifying data-driven approaches for battery electric transportation: Challenges and future directions
2025 eTransportation article Engineering Advanced Battery Technologies Research

Bor Yann Liaw, Weihan Li, Luc H.J. Raijmakers, Lisen Yan, Haider Adel Ali Ali, Anna Windmüller, +3 more

2

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
A Note on Piecewise Affine Decision Rules for Robust, Stochastic, and Data-Driven Optimization
2026 Operations Research article Engineering Fault Detection and Control Systems Open access

Simon Thomä, Maximilian Schiffer, Wolfram Wiesemann

0

citations
Dynamic measurement with in-cycle process excitation of HCCI combustion: The key to handle complexity of data-driven control?
2022 International Journal of Engine Research article Chemical Engineering Advanced Combustion Engine Technologies

Julian Bedei, Malte Oberlies, Patrick Schaber, David C. Gordon, Eugen Nuss, Liguang Li, +1 more

7

citations
Data-driven discovery of small electroactive molecules for energy storage in aqueous redox flow batteries
2021 preprint Engineering Advanced battery technologies research Open access

Qi Zhang, Abhishek Khetan, Elif Sorkun, Fang Niu, Andrea Loss, Ilaria Pucher, +1 more

2

citations
Data-driven discovery of small electroactive molecules for energy storage in aqueous redox flow batteries
2021 ChemRxiv preprint Engineering Advanced battery technologies research Open access

Qi Zhang, Abhishek Khetan, Elif Sorkun, Fang Niu, Andrea Loss, Ilaria Pucher, +1 more

0

citations
Methodical data-driven integration of customer needs from Social Media into the product development process
2020 Procedia CIRP article Business, Management and Accounting Service and Product Innovation Open access

Marie Lindemann, Kristof Briele, Robert Heinrich Schmitt

4

citations
Advancing data-driven process modeling in metal forming
2025 at - Automatisierungstechnik article Engineering Manufacturing Process and Optimization

Mathias Liewald, Birgit Vogel‐Heuser, Thomas Bergs, Marco F. Huber, Peer Kröger

2

citations
Towards autonomous learning and optimisation in textile production: data-driven simulation approach for optimiser validation
2024 Journal of Intelligent Manufacturing article Engineering Scheduling and Optimization Algorithms Open access

Ruben Kins, Christian Möbitz, Thomas Gries

4

citations
Supplementary materials for "Modeling the Memory of Unmyelinated Axons: Integration of a Data-Driven Approach with Physiological Memory Concept"
2026 Zenodo (CERN European Organization for Nuclear Research) supplementary-materials Open access

Anna Maxion, Jenny Tigerholm, Barbara Namer, Ekaterina Kutafina

0

citations
Data-Driven Qubit Characterization and Optimal Control using Deep Learning
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Open access

Paul Surrey, Julian D. Teske, Tobias Hangleiter, Hendrik Bluhm, Pascal Cerfontaine

0

citations
Supplementary materials for "Modeling the Memory of Unmyelinated Axons: Integration of a Data-Driven Approach with Physiological Memory Concept"
2026 Zenodo (CERN European Organization for Nuclear Research) supplementary-materials Open access

Anna Maxion, Jenny Tigerholm, Barbara Namer, Ekaterina Kutafina

0

citations
Data-Driven Qubit Characterization and Optimal Control using Deep Learning
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Open access

Paul Surrey, Julian D. Teske, Tobias Hangleiter, Hendrik Bluhm, Pascal Cerfontaine

0

citations
Towards hybrid and explainable data-driven models for forming processes: addressing the gap between simulation, process data, and model validation
2026 Research Square preprint Engineering Metal Forming Simulation Techniques Open access

Daria Gelbich, Markus Schumann, Jonas Moske, Philipp Niemietz, Pascal Heinzelmann, Jonas Knoche, +16 more

0

citations
A data-driven framework for predicting solar rooftop adoption in Germany based on open-source data
2025 Research Square preprint Computer Science Solar Radiation and Photovoltaics Open access

Kaan Duran, Antonello Monti

0

citations
Flux density distribution forecasting in concentrated solar tower plants: A data-driven approach
2024 Solar Energy article Energy Solar Thermal and Photovoltaic Systems Open access

Mathias Kuhl, Max Pargmann, Mehdi Cherti, Jenia Jitsev, Daniel Maldonado Quinto, Robert Pitz‐Paal

12

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
A data-driven methodology for precision flux density predictions for heliostat fields
2025 elib (German Aerospace Center) dissertation Energy Solar Thermal and Photovoltaic Systems Open access

Mathias Angelo Kuhl

0

citations
Circular Data: A Hybrid Intelligence Framework for Data-Driven Disassembly and Repair in the Circular Economy
2026 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Doris Aschenbrenner, Nadine Yilmaz, Anna Geliev, Nicole Stricker, Kathleen Diener

0

citations
Towards Data-Driven Planning of Mobile Charging Infrastructure for Electric Vehicles
2023 conference-paper Engineering Electric Vehicles and Infrastructure Open access cited by 1 patent

Leonie von Wahl, Clara Mautsch, Stefan Ladwig, Michael Nolting, Nicolas Tempelmeier

1

citations