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Journal of Machine Learning for Modeling and Computing

ISSN Imprimir: 2689-3967
ISSN En Línea: 2689-3975

Journal of Machine Learning for Modeling and Computing

Comprar Publicación $240.00 Volumen 1, 2020 Edición 1

DOI: 10.1615/JMachLearnModelComput.v1.i1

Tabla de Contenidos:

TENSOR BASIS GAUSSIAN PROCESS MODELS OF HYPERELASTIC MATERIALS
Ari L. Frankel, Reese E. Jones, Laura P. Swiler
pages 1-17
DOI: 10.1615/.2020033325
LIMITATIONS OF PHYSICS INFORMED MACHINE LEARNING FOR NONLINEAR TWO-PHASE TRANSPORT IN POROUS MEDIA
Olga Fuks, Hamdi A. Tchelepi
pages 19-37
DOI: 10.1615/.2020033905
TRAINABILITY OF ReLU NETWORKS AND DATA-DEPENDENT INITIALIZATION
Yeonjong Shin, George Em Karniadakis
pages 39-74
DOI: 10.1615/.2020034126
MACHINE LEARNING FOR TRAJECTORIES OF PARAMETRIC NONLINEAR DYNAMICAL SYSTEMS
Roland Pulch, Maha Youssef
pages 75-95
DOI: 10.1615/.2020034093