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Papers matching “model learning” 5,158

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Genuine videobased E-learning in Teacher education: media didactic modalities of working with Learning Management Systems
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Educational Technology and E-Learning Open access

Jan Mühlhausen

0

citations
Towards reproducible models of sequence learning: replication and analysis of a modular spiking network with reward-based learning
2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

Barna Zajzon, Renato Duarte, Abigail Morrison

5

citations
Automated Generation of Mechanistic Models for Chemical Process Digital Twins using Reinforcement Learning - Part II: Compartmentalization and Learning-Based Recalibration
2025 ChemRxiv preprint Materials Science Machine Learning in Materials Science Open access

Jan-Frederic Laub, Jiyizhe Zhang, Mathis Heyer, Alexei A. Lapkin

1

citations
Automated Generation of Mechanistic Models for Chemical Process Digital Twins using Reinforcement Learning - Part II: Compartmentalization and Learning-Based Recalibration
2025 ChemRxiv preprint Materials Science Machine Learning in Materials Science Open access

Jan-Frederic Laub, Jiyizhe Zhang, Mathis Heyer, Alexei A. Lapkin

1

citations
Toward reproducible models of sequence learning: replication and analysis of a modular spiking network with reward-based learning
2023 Frontiers in Integrative Neuroscience article Neuroscience Neural dynamics and brain function Open access

Barna Zajzon, Renato Duarte, Abigail Morrison

4

citations
Understanding transfer learning and gradient-based meta-learning techniques
2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access cited by 1 patent

Mike Huisman, Aske Plaat, Jan N. van Rijn

12

citations
Swarm Split Learning: A Fully Distributed Machine Learning System for Energy-Constrained IoT Systems
2024 conference-paper Computer Science Privacy-Preserving Technologies in Data

Ahmad Ayad, Mahdi Barhoush, Anke Schmeink

0

citations
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery
2023 UvA-DARE (University of Amsterdam) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

Sarah Rastegar, Hazel Doughty, Cees G. M. Snoek

1

citations
P2P-DML: Peer-to-Peer Distributed Machine Learning for Medical Deep Reinforcement Learning
2025 IEEE International Conference on Healthcare Informatics (ICHI) conference-paper Computer Science Reinforcement Learning in Robotics

Felix Walger, Miriam Chlumsky-Harttmann, Anke Schmeink

0

citations
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part II: Compartmentalization and learning-based recalibration
2025 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

Jan-Frederic Laub, Jiyizhe Zhang, Mathis Heyer, Alexei A. Lapkin

10

citations
Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets
2020 Nature Communications article Computer Science Machine Learning in Healthcare Open access

Marc-André Schulz, B.T. Thomas Yeo, Joshua T Vogelstein, Janaina Mourao-Miranada, Jakob Nikolas Kather, Konrad Paul Kording, +2 more

312

citations
Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study
2026 Journal of Medical Internet Research article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access

Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless, Gregory R. Pond, Lisa Vandermeer, John Frederick Hilton, +17 more

1

citations
Understanding Transfer Learning and Gradient-Based Meta-Learning Techniques
2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Aske Plaat, Jan N. van Rijn

0

citations
Nonlinear Model Reduction Methods for Real-Time Nonlinear Model Predictive Control of Process Systems
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Control Systems Optimization Open access

Jan C. Schulze

0

citations
Learning from machine learning: prediction of age-related athletic performance decline trajectories
2021 GeroScience article Medicine Sports Performance and Training Open access

Christoph Hoog Antink, Anne Kristin Braczynski, Bergita Ganse

15

citations
Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption
2024 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Bernd Frauenknecht, Artur Eisele, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe

2

citations
Learning to deep learning: statistics and a paradigm test in selecting a UNet architecture to enhance MRI
2023 Magnetic Resonance Materials in Physics Biology and Medicine article Medicine Advanced MRI Techniques and Applications Open access

Rishabh Sharma, Panagiotis Tsiamyrtzis, ANDREW G. WEBB, Ernst L. Leiss, Nikolaos V. Tsekos

10

citations
Deep Learning Approach for Enhanced Transferability and Learning Capacity in Tool Wear Estimation
2024 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Zongshuo Li, Markus Meurer, Thomas Bergs

3

citations
Deep Learning Approach for Enhanced Transferability and Learning Capacity in Tool Wear Estimation
2024 arXiv (Cornell University) preprint Engineering Advanced machining processes and optimization Open access

Zongshuo Li, Markus Meurer, Thomas Bergs

0

citations
Identification of Images of COVID-19 from Chest X-rays Using Deep Learning: Comparing COGNEX VisionPro Deep Learning 1.0™ Software with Open Source Convolutional Neural Networks
2021 SN Computer Science article Medicine COVID-19 diagnosis using AI Open access

Arjun Sarkar, Joerg Vandenhirtz, József Nagy, David Bacsa

36

citations
A Lightweight Model for Physiological Signals-Based Sleep Staging With Multiclass CAM for Model Explainability
2024 IEEE Sensors Journal article Neuroscience EEG and Brain-Computer Interfaces

Yuxuan Yang, Yanli Li

8

citations
A Unifying Framework for Reinforcement Learning and Planning
2020 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Thomas M. Moerland, Joost Broekens, Aske Plaat, Catholijn M. Jonker

1

citations
A Unifying Framework for Reinforcement Learning and Planning
2022 Frontiers in Artificial Intelligence article Computer Science Reinforcement Learning in Robotics Open access cited by 1 patent

Thomas M. Moerland, Joost Broekens, Aske Plaat, Catholijn M. Jonker

16

citations
An adaptive-learning framework for chemistry tabulation in turbulent reacting flows
2026 Computers & Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access

Kai Niemietz, Clément Scherding, Walter Gemassmer, Taraneh Sayadi, Heinz G. Pitsch

0

citations
Sample-efficient reinforcement learning of Koopman eNMPC
2025 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Mehmet Velioglu, Alexander Mitsos, Manuel Dahmen

2

citations