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Papers matching “training data” 544

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Data-Centric Green Artificial Intelligence: A Survey
2023 IEEE Transactions on Artificial Intelligence article Engineering Green IT and Sustainability

Shirin Salehi, Anke Schmeink

75

citations
Investigating the generation of synthetic data for surface defect detection: A comparative analysis
2024 Procedia CIRP article Engineering Industrial Vision Systems and Defect Detection Open access

Josefine Monnet, Oliver Petrović, Werner Herfs

3

citations
Sheet metal localization using deep learning and synthetic data
2025 Journal of Intelligent Manufacturing article Engineering Industrial Vision Systems and Defect Detection Open access

Hannes Behnen, Guillem Boada-Gardenyes, Robert Heinrich Schmitt, Marc Teschner, Willi Pönitz

3

citations
Quantifying the effect of X-ray scattering for data generation in real-time defect detection
2024 Journal of X-Ray Science and Technology article Engineering Non-Destructive Testing Techniques Open access

Vladyslav Andriiashen, Robert van Liere, Tristan van Leeuwen, Kees Joost Batenburg

3

citations
Reducing Experimental Data Requirements in CNN-based damage detection through Transfer Learning
2026 e-Journal of Nondestructive Testing article Engineering Structural Health Monitoring Techniques Open access

Finja Rentzsch holm, T. Schalm, Jorge Luis Jiménez Aparicio, Kai‐Uwe Schröder

0

citations
3D Segmentation of Humans in Point Clouds with Synthetic Data
2023 IEEE/CVF International Conference on Computer Vision (ICCV) conference-paper Engineering 3D Shape Modeling and Analysis

Ayça Takmaz, Jonas Schult, Irem Kaftan, Bastian Leibe, Robert W. Sumner, Francis Engelmann, +1 more

20

citations
Synthetic Data Generation for AI-Informed End-of-Line Testing for Lithium-Ion Battery Production
2025 World Electric Vehicle Journal article Engineering Advanced Battery Technologies Research Open access

Tessa Krause, Daniel Nusko, Johannes Rittmann, Luciana Pitta Bauermann, Moritz Kroll, Carlo Holly

7

citations
Synthetic Data Generation for AI-Informed End-of-Line Testing for Lithium-Ion Battery Production
2025 Preprints.org preprint Engineering Advanced Battery Technologies Research Open access

Tessa Krause, Daniel Nusko, Johannes Rittmann, Luciana Pitta Bauermann, Moritz Kroll, Carlo Holly

3

citations
Dataset for "Computer vision assisted decomposition analysis of atom probe tomography data"
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Advanced Materials Characterization Techniques Open access

Janis A. Sälker, Hadian Raheleh, Jochen M. Schneider, Marcus Hans

1

citations
Dataset for "Computer vision assisted decomposition analysis of atom probe tomography data"
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Advanced Materials Characterization Techniques Open access

Janis A. Sälker, Hadian Raheleh, Jochen M. Schneider, Marcus Hans

0

citations
A data-driven EIS approach for developing PEM fuel cell operation maps: A pathway towards applying neural networks
2025 International Journal of Hydrogen Energy article Engineering Fuel Cells and Related Materials Open access

Oliver Schopen, Leon Bellinghausen, Thomas Esch, Bahman Shabani

6

citations
A Gaussian Process Based Method for Data- Efficient Remaining Useful Life Estimation
2021 IEEE Access article Engineering Machine Fault Diagnosis Techniques Open access

Maximilian Benker, Artem Bliznyuk, Michael F. Zaeh

23

citations
Disaggregation of Heat Pump Load Profiles From Low-Resolution Smart Meter Data
2023 ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys) conference-paper Engineering Smart Grid Energy Management Open access

Tobias Brudermueller, Fabian Breer, Thorsten Staake

11

citations
Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams
2021 arXiv (Cornell University) preprint Engineering BIM and Construction Integration Open access

Florian Stinner, Martin Wiecek, Marc Baranski, Alexander Kümpel, Dirk Müller

5

citations
A gap-filling method for room temperature data based on autoencoder neural networks
2021 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access

Romana Markovic, Jérôme Frisch, Andreas Wagner, Francesco Causone, Christoph van Treeck

5

citations
Data-Driven Actuator Model-Based Teleoperation Assistance System
2023 International Conference on Ubiquitous Robots (UR) conference-paper Engineering Teleoperation and Haptic Systems

Hyung Joo Lee, Sigrid Brell‐Çokcan

6

citations
Scenario-Driven Data Generation with Experimentable Digital Twins
2023 Springer eBooks conference-paper Engineering Digital Transformation in Industry Open access

Osama Maqbool, Jürgen Roßmann

1

citations
Building an Extracorporeal Membrane Oxygenation Digital Twin Using High-Resolution Patient Data: An artificial intelligence model for virtual reality simulation
2026 Interdisciplinary CardioVascular and Thoracic Surgery article Engineering Mechanical Circulatory Support Devices Open access

Samuel A Max, Mounir Bourass, Andre van der Mee Mendes, Daniel Van Der Mee Mendes, Bram Schalkwijk, Zaheer U.D. Babar, +11 more

1

citations
Behavioral Level Simulation Framework to Support Error-Aware CNN Training with In-Memory Computing
2022 International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design conference-paper Engineering Advanced Memory and Neural Computing

Shih-Han Chang, Chien‐Nan Jimmy Liu, Alexandra Küster

10

citations
Towards Formalized Training and Validation of AI-based Systems with Digital Twin Scenarios
2025 preprint Engineering Safety Systems Engineering in Autonomy Open access

Osama Maqbool, André Kupetz, Jürgen Roßmann

0

citations
Toward Structured Training and Validation of AI-Based Systems With Digital Twin Scenarios
2026 IEEE Open Journal of Intelligent Transportation Systems article Engineering Safety Systems Engineering in Autonomy Open access

Osama Maqbool, Ulrich Dahmen, Mathias Tesch, André Kupetz, Jürgen Roßmann

0

citations
Generating Synthetic LiDAR Point Cloud Data for Object Detection Using the Unreal Game Engine
2024 Lecture notes in computer science conference-paper Engineering 3D Shape Modeling and Analysis

Mathias Eggert, Maximilian Schade, Florian Bröhl, Alexander Moriz

1

citations
Experiment Data for Size-Agnostic Job-Shop Scheduling Using Transformer-based Reinforcement Learning
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Scheduling and Optimization Algorithms Open access

Zibo Meng, Alexander Nasuta

0

citations
Experiment Data for Size-Agnostic Job-Shop Scheduling Using Transformer-based Reinforcement Learning
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Scheduling and Optimization Algorithms Open access

Zibo Meng, Alexander Nasuta

0

citations
Monitoring and tracking of a suspension railway based on data-driven methods applied to inertial measurements
2021 Mechanical Systems and Signal Processing article Engineering Structural Health Monitoring Techniques

Daniel Frank Hesser, Kubilay Altun, Bernd A. Markert

32

citations