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Papers matching “training data” 1,829

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Inferring Parameters in a Complex Land Surface Model by Combining Data Assimilation and Machine Learning
2025 Journal of Advances in Modeling Earth Systems article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

Lasse Torben Keetz, Kristoffer Aalstad, Rosie A. Fisher, Christian Poppe Terán, Bibi S. Naz, Norbert Pirk, +2 more

16

citations
Improved photometric redshift estimations through self-organizing map-based data augmentation
2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Yun-Hao Zhang, Joe Zuntz, Irene Moskowitz, Eric Gawiser, Konrad H. Kuijken, Marika Asgari, +4 more

9

citations
Nationwide use and Outcome of Minimally Invasive Distal Pancreatectomy in IDEAL Stage IV following a Training Program and Randomized Trial
2023 Annals of Surgery article Medicine Pancreatic and Hepatic Oncology Research Open access

Maarten Korrel, Jony van Hilst, Koop P Bosscha, Olivier R. Busch, Freek D. Daams, Ronald M. van Dam, +14 more

11

citations
Caregiver dementia training in caregiver‐patient dyads: Process evaluation of a randomized controlled study
2020 International Journal of Geriatric Psychiatry article Medicine Dementia and Cognitive Impairment Research Open access

Elizabeth G. Birkenhäger‐Gillesse, Wilco P. Achterberg, Sarah I. M. Janus, Sytse Ulbe Zuidema

8

citations
Towards an AI-enhanced virtual lab for education and training in home energy efficiency and demand management
2026 Results in Engineering article Engineering Smart Grid Energy Management Open access

Abdul Wahab, Banafshe Parizad, Sela Mafisii Eta Bloomfield, Ali Jamali, Parham Moradi, Sajjad Fattaheian–Dehkordi, +3 more

7

citations
Multivariate pattern analysis detects distinct neural representations of fMRI-based lateralized neurofeedback for cognitive reappraisal training in major depressive disorder
2026 NeuroImage article Neuroscience Neural and Behavioral Psychology Studies Open access

Rao Fu, Jorge Iglesias-Fuster, Jana Zweerings, Micha Keller, Sophie Kühne, Mitchell Valdés-Sosa, +2 more

0

citations
ELSO 2025 Narrative Guideline on ECMO Training and Continuing Education
2026 ASAIO Journal article Medicine Mechanical Circulatory Support Devices Open access

Peggy K. Han, Kiran Shekar, Kollengode R. Ramanathan, Jordi Riera, Mateusz Puślecki, Rodrigo Diaz, +9 more

7

citations
MEA-ToolBox: an Open Source Toolbox for Standardized Analysis of Multi-Electrode Array Data
2022 Neuroinformatics article Neuroscience Neuroscience and Neural Engineering Open access

Michel H. Y. Hu, Monica Frega, Else A. Tolner, Arn M. J. M. van den Maagdenberg, Jean‐Philippe Frimat, Joost le Feber

28

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
Optimizing Pavement Maintenance with AI: A Data-Driven Framework Integrating Optimization and Machine Learning
2026 International Journal of Pavement Research and Technology article Engineering Infrastructure Maintenance and Monitoring Open access

Tiago Tamagusko, Sérgio Copetti Callai, Matheus Gomes Correia, A M Ferreira

5

citations
Overcoming Data Scarcity in Roadside Thermal Imagery: A New Dataset and Weakly Supervised Incremental Learning Framework
2025 Sensors article Computer Science Advanced Neural Network Applications Open access

Arnd Pettirsch, Álvaro García

3

citations
Contrastive learning for neural fingerprinting from limited neuroimaging data
2024 Frontiers in Nuclear Medicine article Neuroscience Functional Brain Connectivity Studies Open access

Nikolas Kampel, Farah Abdellatif, Nadim Jon Shah, Irene Neuner, Jürgen Dammers

2

citations
Using synthetic data and machine learning to predict heart rate and enable lifestyle recommendations
2024 Journal of Medical Artificial Intelligence article Health Professions Artificial Intelligence in Healthcare Open access

Helana Lutfi, Thomas Spittler, Hassan Majid Ibrahim

1

citations
Real-life data-driven model predictive control for building energy systems comparing different machine learning models
2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Max Berktold, Dirk Müller

71

citations
MODI: From planning towards operation: Data-driven predictive mode-based control algorithms for energy savings in buildings
2025 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Xiaoye Cai, Shiyao Ju, Martin Rätz, Dirk Müller

2

citations
The Influence of Human Annotation on CNN Performance for Anomaly Detection in ICU Data
2025 Current Directions in Biomedical Engineering article Computer Science Anomaly Detection Techniques and Applications Open access

Lavinia Goldermann, Simon Fonck, Lena Olivier, Sebastian Johannes Fritsch, André Stollenwerk

0

citations
A Data-Driven Approach to Refine the Partially Stirred Reactor Closure for Turbulent Premixed Flames
2025 Flow Turbulence and Combustion article Engineering Combustion and flame dynamics Open access

Lorenzo Piu, Arthur Péquin, Rodolfo S. M. Freitas, Salvatore Iavarone, Heinz G. Pitsch, Alessandro Parente

6

citations
Real-time analysis of inline sensor data during USP-laser machining
2024 Journal of Laser Applications article Engineering Laser Material Processing Techniques Open access

Milena Žurić, Goomaral Sukhbold

4

citations
Towards adaptive electrochemical machining via signal-based data-driven modelling
2026 CIRP Annals article Engineering Advanced Machining and Optimization Techniques Open access

Elio Tchoupe Sambou, A. Klink, Tim Herrig

0

citations
Adaptive heating curves using data-driven methods to improve the energy efficiency of buildings
2026 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Florian Will, Matthias Mersch, Christian Vering, Dirk Müller

0

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, 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
Data-Driven Formulation and Monitoring of Process Stability in Precise Electrochemical Machining (PECM)
2025 Procedia CIRP article Engineering Advanced Machining and Optimization Techniques Open access

Elio Tchoupe Sambou, Timm Petersen, A. Klink, Tim Herrig, Thomas Bergs

2

citations
Learned denoising with simulated and experimental low-dose CT data
2025 Scientific Reports article Computer Science Image and Signal Denoising Methods Open access

Maximilian B. Kiss, Ander Biguri, Carola‐Bibiane Schönlieb, K. Joost Batenburg, Felix F. Lucka

4

citations
Learning density functionals from noisy quantum data
2025 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Emiel Koridon, Felix Frohnert, Eric Prehn, Evert van Nieuwenburg, Jordi Tura, Stefano Polla

3

citations