From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “training data” 3,600

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Automated analysis of non-stationary online electrochemical impedance spectroscopy data for PEM fuel cells using continuous wavelet transform
2026 Results in Engineering article Engineering Fuel Cells and Related Materials Open access

Oliver Schopen, Daniel Bendotti, Thomas Esch, Bahman Shabani

3

citations
Informing agent-based models with spatial data using convolutional autoencoders
2026 Bioinformatics article Mathematics Mathematical Biology Tumor Growth Open access

Bi-rong Wang, Chen-yi Anita Liao, Erik H.J. Danen, Elsa Neubert, Federica Eduati

1

citations
Data Acquisition Pipeline for the Generation of a Digital Twin for Large Compliant Thin-Walled Structures
2026 Lecture notes in mechanical engineering conference-paper Engineering Digital Transformation in Industry Open access

Guillaume Tréheux, Dominik Schäfer, Alexander Moriz, Lars Köttner, Amon Göppert, Robert H. Schmitt

0

citations
Generate then Refine: Data Augmentation for Zero-shot Intent Detection
2024 arXiv (Cornell University) preprint Computer Science Speech and dialogue systems Open access

Faegheh Hasibi, Suzan Verberne

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
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

8

citations
Generate then Refine: Data Augmentation for Zero-shot Intent Detection
2024 conference-paper Computer Science Speech and dialogue systems Open access

I-Fan Lin, Faegheh Hasibi, Suzan Verberne

4

citations
Data Rate Prediction for Broadband Powerline Communication Based on Machine Learning
2023 conference-paper Engineering Power Line Communications and Noise

Philipp Lutat, Anas Laribi, Ömer Sen, Marcel Kurth, Immanuel Hacker, Andreas Ulbig

1

citations
Comparison of deep learning and hand crafted features for mining simulation data
2021 Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition conference-paper Physics and Astronomy Model Reduction and Neural Networks

Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Nan Pu, Wei Chen, Michael S. Lew

1

citations
PREPRINT: Comparison of deep learning and hand crafted features for mining simulation data
2021 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Sebastian Schmitt, Thomas Bäck, Nan Pu, Wei Ren Chen, Michael S. Lew

0

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
Training materials for Mini Reprohack workshop
2026 Rivm (National Institute for Public Health and the Environment) other Decision Sciences Scientific Computing and Data Management Open access

Andrés Felipe Ramos Padilla

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

6

citations
Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems
2020 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis Open access cited by 5 patents

Nick Rossenbach, Albert Zeyer, Ralf Schlüter, Hermann Ney

74

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

4

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
Clustering of Milling Strategies Using Machine Internal Data
2023 IEEE International Conference on Intelligent Engineering Systems (INES) conference-paper Engineering Advanced machining processes and optimization

Christian Brecher, Janis Ochel, Muhammad Mehmood Ahmed, Marcel Fey

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