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Papers matching “model learning” 5,158

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A Machine Learning Approach to Upscale Net Ecosystem Exchange to a Regional Scale: Integration of Eddy Covariance, Remote Sensing and Reanalysis Data
2020 conference-abstract Environmental Science Plant Water Relations and Carbon Dynamics Open access

Oliver Reitz, Alexander Graf, Marius Schmidt, Gunnar Ketzler, Michael Leuchner

0

citations
LITEVSR: Efficient Visual Speech Recognition by Learning from Speech Representations of Unlabeled Data
2024 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech and Audio Processing

Hendrik Laux, Emil Mededovic, Ahmed Hallawa, Lukas Märtin, Arne Peine, Anke Schmeink

5

citations
Predicting transfer of training through the unified model of task-specific motivation
2023 The Learning Organization article Psychology Human Resource Development and Performance Evaluation Open access

Joost Jansen in de Wal, Bas de Jong, Frank Cornelissen, Cornelis J. de Brabander

9

citations
A Grammar-Based Communication Model for Conveying Design Intent in Human-Robot Teams
2025 IEEE RO-MAN conference-paper Engineering Robot Manipulation and Learning

İremnur Tokaç

1

citations
An Integrated Approach of Machine Learning, Remote Sensing, and GIS Data for the Landslide Susceptibility Mapping
2022 Land article Environmental Science Landslides and related hazards Open access

Israr Ullah, Bilal Aslam, Syed Hassan Iqbal Ahmad Shah, Aqil Tariq, Shujing Qin, Muhammad Majeed, +1 more

115

citations
Prediction of Particle Properties in Plasma Spraying Based on Machine Learning
2021 Journal of Thermal Spray Technology article Engineering High-Temperature Coating Behaviors Open access

Kirsten Bobzin, W. Wietheger, H. Heinemann, Seyed Ruhollah Dokhanchi, Michael Rom, Giuseppe Visconti

37

citations
Machine Learning Enhanced Dynamic Response Modelling of Superelastic Shape Memory Alloy Wires
2022 Materials article Materials Science Shape Memory Alloy Transformations Open access

Niklas Lenzen, Okyay Altay

27

citations
Speaker identification and localization using shuffled MFCC features and deep learning
2023 International Journal of Speech Technology article Computer Science Speech Recognition and Synthesis Open access

Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink

18

citations
A deep learning framework for efficient pathology image analysis
2026 Nature Communications article Computer Science AI in cancer detection Open access

Peter Neidlinger, Tim Lenz, Sebastian Foersch, Chiara Maria Lavinia Loeffler, Jan Clusmann, Marco Gustav, +21 more

15

citations
Deep Learning Reveals Liver MRI Features Associated With PNPLA3 I148M in Steatotic Liver Disease
2025 Liver International article Medicine Liver Disease Diagnosis and Treatment Open access

Yazhou Chen, Benjamin P. M. Laevens, Teresa Lemainque, Gustav Anton Müller‐Franzes, Tobias Seibel, Carola Dlugosch, +20 more

10

citations
Lung cancer intravasation-on-a-chip: Visualization and machine learning-assisted automatic quantification
2025 Bioactive Materials article Medicine Cancer Cells and Metastasis Open access

Christy Wing Tung Wong, Anna Jaeschke, Kwok Keung Lit, Ho-Ying Wan, Caroline Kniebs, Dai Fei Elmer Ker, +2 more

9

citations
Evaluating activation strategies and their stability on PEM water electrolyzers using machine learning
2025 Energy and AI article Engineering Fuel Cells and Related Materials Open access

K. Ashoke Raman, Niklas L. Wolf, Ali Javed, Violeta Karyofylli, Hans Kungl, André Karl, +2 more

8

citations
Risk factors based vessel‐specific prediction for stages of coronary artery disease using Bayesian quantile regression machine learning method: Results from the PARADIGM registry
2023 Clinical Cardiology article Medicine Cardiac Imaging and Diagnostics Open access

Hyung‐Bok Park, Jina Lee, Yong-Taek Hong, So Byungchang, Wonse Kim, Byoung Kwon Lee, +27 more

4

citations
Deep learning-based histopathologic segmentation of peritubular capillaries in kidney transplant biopsies
2025 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

Dominique van Midden, Linda Studer, Meyke Hermsen, Eric J. Steenbergen, Jesper Kers, Nicolas Kozakowski, +3 more

4

citations
Detecting CSF-validated Alzheimer’s disease from spontaneous speech in German: an interpretable end-to-end machine-learning framework
2026 Frontiers in Neurology article Medicine Dementia and Cognitive Impairment Research Open access

Daniel Wiechmann, Elma Kerz, Milena Albrecht, Yu Qiao, João Pinho, Kathrin Reetz, +1 more

1

citations
Machine learning-driven identification of serotype-independent pneumococcal vaccine candidates using samples from human infection challenge studies
2026 Vaccine article Medicine Pneumonia and Respiratory Infections Open access

Katerina S. Cheliotis, Patrícia Gonzalez‐Dias, Esther L. German, André N. A. Gonçalves, Elena Mitsi, Elissavet Nikolaou, +15 more

0

citations
Extrapolation and explainability in hadron mass predictions with machine learning
2026 arXiv (Cornell University) preprint Physics and Astronomy Quantum Chromodynamics and Particle Interactions Open access

Esra Yuksel, H. Bahtiyar, Derya Soydaner

0

citations
Advancing ML-Based Thermal Hydrodynamic Lubrication: A Data-Free Physics-Informed Deep Learning Framework Solving Temperature-Dependent Lubricated Contact Simulations
2026 Lubricants article Physics and Astronomy Model Reduction and Neural Networks Open access

Faras Brumand‐Poor, Georg Michael Puntigam, Marius Hofmeister, Katharina Schmitz

0

citations
Evaluating activation strategies and their stability on PEM water electrolyzers using machine learning
2025 JuSER Publikationsportal article Engineering Fuel Cells and Related Materials Open access

K. Ashoke Raman, Niklas L. Wolf, Ali Javed, Violeta Karyofylli, Hans Kungl, André Karl, +1 more

0

citations
The urban exposome and type 2 diabetes: A deep learning approach
2022 ISEE Conference Abstracts conference-abstract Environmental Science Health, Environment, Cognitive Aging Open access

Haykanush Ohanyan, Lützen Portengen, Oriana Kaplani, Gerard Hoek, Joline W.J. Beulens, Jeroen Lakerveld, +1 more

0

citations
Analysing the SEDs of protoplanetary disks with machine learning
2023 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access

Till Kaeufer, P. Woitke, Michiel Min, I. Kamp, C. Pinte

21

citations
Electric machine co-optimization for EV drive technology development: Integrating Bayesian optimization and nonlinear model predictive control
2025 eTransportation article Engineering Electric Motor Design and Analysis Open access

Christoph Wellmann, Abdul Rahman Khaleel, Tobias Brinkmann, Alexander Wahl, Christian Monissen, Markus Eisenbarth, +1 more

14

citations
Commercial channels vs free distribution and screening of agricultural learning videos: A case study from Benin and Mali
2020 Experimental Agriculture article Agricultural and Biological Sciences Agricultural Development and Management Open access

Gérard C. Zoundji, Florent Okry, Simplice D. Vodouhê, Jeffery W. Bentley, Loes Witteveen

7

citations
Learning a preconditioner to accelerate compressed sensing reconstructions in MRI
2021 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access

Kirsten Koolstra, Rob Remis

7

citations
Transfer Learning of Surrogate Models via Domain Affine Transformation
2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang

5

citations