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Papers matching “model learning” 5,158

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RONAALP: Reduced-Order Nonlinear Approximation with Active Learning Procedure
2023 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Clément Scherding, Denis Sipp, Peter J. Schmid, Taraneh Sayadi

3

citations
Learning solution of nonlinear constitutive material models using physics-informed neural networks: COMM-PINN
2023 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Shahed Rezaei, Ahmad Moeineddin

1

citations
Identification of images of COVID-19 from Chest Computed Tomography (CT) images using Deep learning: Comparing COGNEX VisionPro Deep Learning 1.0 Software with Open Source Convolutional Neural Networks
2020 arXiv (Cornell University) preprint Medicine COVID-19 diagnosis using AI Open access

Arjun Sarkar, Joerg Vandenhirtz, József Nagy, David Bacsa

1

citations
Residual risk prediction in anticoagulated patients with atrial fibrillation using machine learning: A report from the GLORIA‐AF registry phase II/III
2024 European Journal of Clinical Investigation article Medicine Atrial Fibrillation Management and Outcomes Open access

Yang Liu, Yang Chen, Iván Olier, Sandra Ortega‐Martorell, Bi Huang, Hironori Ishiguchi, +4 more

24

citations
Generalizable and explainable deep learning for brain MRI: a multi-cohort evaluation of 3D architectures for age and sex prediction
2026 Brain Informatics article Medicine Advanced MRI Techniques and Applications Open access

Radhika Juglan, Marta Ligero, Zunamys Itzell Carrero, Asier Rabasco Meneghetti, Tim Lenz, Leo Misera, +6 more

4

citations
State-of-health estimation of lithium-ion batteries subjected to different ageing conditions via electrochemical impedance spectroscopy and machine learning
2026 Journal of Energy Storage article Engineering Battery Modeling and Management Open access

Emmanuel Ezeoba, Sehriban Celik, Gereon Karsten Stahl, Dirk Uwe Sauer

0

citations
Multi-step ahead predictive model for blood glucose concentrations of type-1 diabetic patients
2021 Scientific Reports article Medicine Diabetes Management and Research Open access cited by 1 patent

Syed Mohammed Arshad Zaidi, Varun Chandola, Muhanned Ibrahim, Bianca Romanski, Lucy D. Mastrandrea, Tarunraj Singh

19

citations
Activated PI3Kδ syndrome, an immunodeficiency disorder, leads to sensorimotor deficits recapitulated in a murine model
2021 Brain Behavior & Immunity - Health article Immunology and Microbiology Immunodeficiency and Autoimmune Disorders Open access

Ines Serra, Olivia R. Manusama, Fabian M. P. Kaiser, Izi Izumi Floriano, Lucas F Wahl, Christian van der Zalm, +8 more

14

citations
Global Sensitivity Analysis to Optimize Basin-Scale Conductive Model Calibration – A Case Study From the Upper Rhine Graben
2020 preprint Energy Geothermal Energy Systems and Applications Open access

Denise Degen, Karen Veroy, Jessica Freymark, Magdalena Scheck‐Wenderoth, Florian Wellmann

10

citations
Bootstrapping OTS-Funcimg pre-training model (Botfip): a comprehensive multimodal scientific computing framework and its application in symbolic regression task
2025 Complex & Intelligent Systems article Computer Science Evolutionary Algorithms and Applications Open access

Tianhao Chen, Zeyu Li, Pengbo Xu, Haibiao Zheng

3

citations
Multi-Step ahead Predictive Model for Blood Glucose Concentrations of Type-1 Diabetic Patients
2021 Research Square preprint Medicine Diabetes Management and Research Open access

Syed Mohammed Arshad Zaidi, Varun Chandola, Muhanned Ibrahim, Bianca Romanski, Lucy D. Mastrandrea, Tarunraj Singh

1

citations
Spatiotemporal prediction of maritime traffic based on hybrid SATM-ConvLSTM model in inland rivers
2026 Ocean & Coastal Management article Engineering Maritime Navigation and Safety Open access

Tianming Wei, Jingxian Liu, Zhengyuan Liu, Lan Song

0

citations
The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider
2022 SciPost Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

T. K. Aarrestad, Melissa Corona van Beekveld, M. Bóna, Antonio Boveia, S. Caron, Joe Davies, +33 more

115

citations
Machine‐learning‐enhanced tail end prediction of structural response statistics in earthquake engineering
2021 Earthquake Engineering & Structural Dynamics article Engineering Seismic Performance and Analysis Open access

Denny Thaler, Marcus Stoffel, Bernd A. Markert, Franz Bamer

51

citations
Bayesian Unsupervised Machine Learning Approach to Segment Arctic Sea Ice Using SMOS Data
2021 Geophysical Research Letters article Earth and Planetary Sciences Arctic and Antarctic ice dynamics Open access

Christoph Herbert, Adriano Camps, Florian Wellmann, Merce Vall-llossera

8

citations
Towards an Integrative Model of Math Cognition: Interactions between Working Memory and Emotions in Explaining Children’s Math Performance
2023 Journal of Intelligence article Mathematics Cognitive and developmental aspects of mathematical skills Open access

Sanne H.G. van der Ven, Emilie J. Prast, Eva van de Weijer‐Bergsma

6

citations
Mandrills learn two-day time intervals in a naturalistic foraging situation
2020 Animal Cognition article Psychology Primate Behavior and Ecology Open access

Kavel C. D. Ozturk, Martijn Egas, Karline R. L. Janmaat

4

citations
Predicted Prognosis of Pancreatic Cancer Patients by Machine Learning—Letter
2020 Clinical Cancer Research article Medicine Pancreatic and Hepatic Oncology Research

Julius M. Kernbach, Victor E. Staartjes

3

citations
Structural literacy in architectural studio learning
2024 European Journal of Engineering Education article Engineering Design Education and Practice Open access

Nevşet Gül Çanakçıoğlu, Ömer Karadağ, Yagiz Eray Esgin

2

citations
Severe Fault Diagnosis in Digitized District Heating Network Substations: A Machine Learning Regression Approach
2024 conference-paper Engineering Fault Detection and Control Systems

Martin Rätz, Rita Streblow, Dirk Müller

2

citations
The Dark Machines Anomaly Score Challenge : Benchmark Data and Model Independent Event Classification for the Large Hadron Collider
2021 Repository for Publications and Research Data (ETH Zurich) article Physics and Astronomy Particle physics theoretical and experimental studies Open access

Melissa Corona van Beekveld, M. Bóna, A. Boveia, S. Caron, Joe Davies, Caterina Doglioni, +3 more

1

citations
Additional file 12 of Machine learning in Huntington’s disease: exploring the Enroll-HD dataset for prognosis and driving capability prediction
2023 Figshare dataset Neuroscience Genetic Neurodegenerative Diseases Open access

Jasper Ouwerkerk, Stephanie Feleus, Kasper F. van der Zwaan, Yunlei Li, Marco Roos, Willeke van Roon‐Mom, +3 more

0

citations
Bayesian Unsupervised Machine Learning Approach to Segment Arctic Sea Ice from SMOS
2020 preprint Earth and Planetary Sciences Arctic and Antarctic ice dynamics Open access

Christoph Herbert, Adriano Camps, Florian Wellmann, Merce Vall-llossera

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
Benchmarking Deep Learning Super-resolution Techniques for Digital Elevation Models in Mountainous Regions
2025 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Image Processing Techniques Open access

Nazanin Bagherinejad, Antara Dasgupta, Julia Kowalski

0

citations