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Papers matching “transformer modeling” 944

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Improving Machine-Learning Diagnostics with Model-Based Data Augmentation Showcased for a Transformer Fault
2021 Energies article Engineering Power Transformer Diagnostics and Insulation Open access

Jannis Nikolas Kahlen, Albert Moser

9

citations
Distributed parameter modeling and model predictive control of weft insertion in air-jet weaving
2021 at - Automatisierungstechnik article Engineering Advanced Control Systems Optimization

Tong Wu, Marvin Huang, Patrick Ochudlo, Lorenz Dörschel, Maximilian Kemper, Dirk Abel, +1 more

0

citations
Modeling of dendritic growth using a quantitative nondiagonal phase field model
2020 Physical Review Materials article Materials Science Solidification and crystal growth phenomena

Kai Wang, G. Boussinot, Claas Hüter, Efim A. Brener, Robert Spatschek

20

citations
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model
2022 IEEE Access article Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Mohammad T. Al-Antary, Moein Heidari, Dorit Merhof

144

citations
Gaussian process-transformer diffusion model for seabed plastic strain field prediction under tidal loading
2026 Marine Georesources and Geotechnology article Engineering Geotechnical Engineering and Soil Mechanics

Wencan Guan, Youliang Chen, Rafig Azzam

5

citations
Globally optimal scheduling of an electrochemical process via data-driven dynamic modeling and wavelet-based adaptive grid refinement
2023 Optimization and Engineering article Engineering Advanced Control Systems Optimization Open access

Chrysanthi Papadimitriou, Tim Varelmann, Christian Schröder, Andreas Jupke, Alexander Mitsos

4

citations
Intelligent Anomaly Detection for Lane Rendering Using Transformer with Self-Supervised Pretraining and Customized Fine-Tuning
2025 Transportation Research Record Journal of the Transportation Research Board article Computer Science Anomaly Detection Techniques and Applications Open access

Yongqi Dong, Xingmin Lu, Ruohan Li, Wei Guo Song, Bart van Arem, Haneen Farah

2

citations
Coupling turbulent boundary layer flow simulation with a transformer
2025 RWTH Publications (RWTH Aachen) article Physics and Astronomy Model Reduction and Neural Networks Open access

Tom Hilgers

0

citations
Transformations of Reference Frames and Model Development for Multi-Phase Machines
2021 IEEJ Journal of Industry Applications article Engineering Electric Motor Design and Analysis Open access

Rolf H. Loewenherz, Stefan A. Koschik, Michael Kruse, Rik W. De Doncker

5

citations
Power Flow Model for Medium-voltage Distribution Systems Considering Measurement and Structure Characteristics
2024 Journal of Modern Power Systems and Clean Energy article Engineering Optimal Power Flow Distribution Open access

Zhengmei Lu, Wei Yan, Dezhi Huang, Junjie Tang, Ferdinanda Ponci, Antonello Monti

5

citations
Polycratic hierarchies and networks: what simulation-modeling at the LHC can teach us about the epistemology of simulation
2020 Synthese article Arts and Humanities Philosophy and History of Science Open access

Florian J. Boge, Christian Zeitnitz

11

citations
Evaluating large language models on business process modeling: framework, benchmark, and self-improvement analysis
2025 Software & Systems Modeling article Business, Management and Accounting Business Process Modeling and Analysis Open access

Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst

36

citations
Modeling the material behavior of heterogeneous materials considering a two‐scale FE–FFT‐based simulation framework
2023 PAMM article Engineering Composite Material Mechanics Open access

Annika Schmidt, Christian Gierden, Johanna Waimann, Stefanie Reese

1

citations
Modeling and Digital Twins: Insights and Strategies for Software Engineers
2025 IEEE Software article Computer Science Model-Driven Software Engineering Techniques Open access

Silvia Abrahão, Miroslaw Staron, Judith Michael, Benoît Combemale, Marsha Chećhik

1

citations
Code exposed: Review of five open-source frameworks for modeling renewable energy systems
2022 Renewable and Sustainable Energy Reviews article Engineering Integrated Energy Systems Optimization Open access

Soner Candas, Christoph Muschner, Stefanie Buchholz, Rasmus Bramstoft, Jonas van Ouwerkerk, Karlo Hainsch, +4 more

64

citations
Development and identification of the cellular automata phase transformation model
2021 ESAFORM 2021 article Engineering Microstructure and Mechanical Properties of Steels Open access

Mateusz Sitko, Maciej Pietrzyk, Roman. Oprac. Kuziak, Danuta� Szeliga, Yuling Chang, Wolfgang Peter Bleck, +1 more

1

citations
Two‐scale FE‐FFT‐based thermo‐mechanically coupled modeling of elasto‐viscoplastic polycrystalline materials at finite strains
2023 PAMM article Engineering Composite Material Mechanics Open access

Annika Schmidt, Christian Gierden, Johanna Waimann, Bob Svendsen, Stefanie Reese

7

citations
Detection of Paroxysmal Atrial Fibrillation from Dynamic ECG Recordings Based on a Deep Learning Model
2023 Journal of Personalized Medicine article Medicine ECG Monitoring and Analysis Open access

Yating Hu, Miao Wang, Chengyu Liu, Hong Xiang Tang

19

citations
GraphXForm: graph transformer for computer-aided molecular design
2025 Digital Discovery article Computer Science Computational Drug Discovery Methods Open access

Jonathan Pirnay, Jan G. Rittig, Alexander Wolf, Martin Grohe, Jakob Burger, Alexander Mitsos, +1 more

9

citations
Towards optimal adsorption heat transformers for heat upgrading: Learnings from a validated full-scale model
2024 Applied Thermal Engineering article Engineering Adsorption and Cooling Systems Open access

Mirko Engelpracht, Daniel Rezo, Patrik Postweiler, Marten Lache, Matthias Henninger, Jan Seiler, +1 more

8

citations
Modeling the composition of analysis components and automatic constraint checking for semantic soundness
2025 Journal of Systems and Software article Computer Science Model-Driven Software Engineering Techniques Open access

Bahareh Taghavi, Sebastian Weber, Adrian Marin, Bernhard Rumpe⋆, Sebastian Stüber, Jörg Henß, +2 more

3

citations
Modeling Bainitic Transformations during Press Hardening
2021 Materials article Engineering Microstructure and Mechanical Properties of Steels Open access

Mingxuan Lin, Carina Zimmermann, Kai Wang, Martin Hunkel, Ulrich Prahl, Robert Spatschek

2

citations
A highly scalable deep learning language model for common risks prediction among psychiatric inpatients
2025 BMC Medicine article Computer Science Machine Learning in Healthcare Open access

Enzhao Zhu, Jiayi Wang, Chunbo Li, Fazhan Chen, Kang Ju, Liangliang Chen, +12 more

7

citations
How should we model the effect of “change”—Or should we?
2024 Psychological Methods article Mathematics Statistical Methods and Bayesian Inference

Ethan Michael McCormick, Daniel J. Bauer

4

citations
Development and validation of a computationally efficient hybrid model for temporal high‐resolution simulations of geothermal bore fields
2022 International Journal for Numerical and Analytical Methods in Geomechanics article Energy Geothermal Energy Systems and Applications Open access

Stephan Düber, Martin Ziegler, Raúl Fuentes

9

citations