Journal of Machine Learning for Modeling and Computing

ISSN Print: 2689-3967
ISSN Online: 2689-3975

Статьи, принятые к публикации

Machine-learned inference of fracture flowrate from temperature logs Xiaoyu Yang, Roland Horne, Daniel Tartakovsky

Xiaoyu Yang
Stanford University

Roland Horne
Stanford University

Daniel Tartakovsky
Stanford University

DOI: 10.1615/JMachLearnModelComput.2024055928

Multi-fidelity Machine Learning for Uncertainty Quantification and Optimization Ruda Zhang, Negin Alemazkoor

Ruda Zhang
University of Houston

Negin Alemazkoor
Assistant Professor, Department of Civil and Environmental Engineering/Systems and Information Engineering, University of Virginia, Charlottesville, VA 22904, USA

DOI: 10.1615/JMachLearnModelComput.2024055786

Improving Adam through an Implicit-Explicit (IMEX) time-stepping approach Abhinab Bhattacharjee, Andrey A. Popov, Arash Sarshar, Adrian Sandu

Abhinab Bhattacharjee
Virginia Tech

Andrey A. Popov
University of Texas at Austin

Arash Sarshar
California State University, Long Beach

Adrian Sandu
Virginia Tech

DOI: 10.1615/JMachLearnModelComput.2024053508

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