Papers matching “scientific machine learning” 232
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itwinai: A Python Toolkit for Scalable Scientific Machine Learning on HPC Systems2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Cloud Computing and Resource Management Open access
Matteo Bunino, Jarl Sondre Sæther, Linus Maximilian Eickhoff, Anna Elisa Lappe, Kalliopi Tsolaki, Killian Verder, +7 more
0citations -
Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques2020 BMC Medical Research Methodology article Health Professions Artificial Intelligence in Healthcare Open access
Georgios Kantidakis, Hein Putter, Carlo Lancia, Jacob D. de Boer, Andries Erik Braat, Marta F. Fiocco
80citations -
Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers2023 arXiv (Cornell University) preprint Engineering Astronomical Observations and Instrumentation Open access
Daniela Huppenkothen, Michelle Ntampaka, Matthew Ho, M. Fouesneau, B. Nord, Joshua E. G. Peek, +15 more
2citations -
Identifying and Analyzing Data Model Requirements and Technology Potentials of Machine Learning Systems in the Manufacturing Industry of the Future7citations
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Empirical analyses and simulations showed that different machine and statistical learning methods had differing performance for predicting blood pressure2022 Scientific Reports article Health Professions Artificial Intelligence in Healthcare Open access
Peter C. Austin, Frank E. Harrell, Douglas S. Lee, Ewout Willem Steyerberg
13citations -
Identification and Characterization of Challenges in the Future of Manufacturing for the Application of Machine Learning8citations
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Machine Learning as a Service for DiSSCo’s Digital Specimen Architecture2021 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Jonas Grieb, Claus Weiland, Alex Hardisty, Wouter Addink, Sharif Islam, Sohaib Younis, +1 more
7citations -
“EXPERT” A Practical and Forward-Looking Guide to Capturing Protein Expression and Purification Metadata to develop Machine Learning Models2026 Journal of Biological Chemistry article Decision Sciences Scientific Computing and Data Management Open access
C.D.O. Cooper, Evgeny Tankhilevich, Kim Remans, Ahmed El Marjou, Aled M. Edwards, Andrew Leach, +80 more
0citations -
Methodological choices influence machine learning performance for predicting intracranial hypertension in traumatic brain injury2026 Scientific Reports article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
C. R. van Kaam, Cornelia Hoedemaekers, Kim J.M. Bladder, Johannes G. van der Hoeven, Jeanette Tas, Marcel J H Aries, +39 more
0citations