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ISSN 打印: 2689-3967
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Archive FilesVolume 2, 2021 / Issue 2DOI: 10.1615/JMachLearnModelComput.v2.i2 Table of Contents:
A MACHINE LEARNING APPROACH TO QUANTIFY DISSOLUTION KINETICS OF POROUS MEDIA
Huaxinyu Wang, Chenghai Li, Wei-W. Xing, Yanan Ye, Peng Wang
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Huaxinyu Wang ![]()
Chenghai Li ![]()
Wei-W. Xing ![]()
Yanan Ye ![]()
Peng Wang DOI: 10.1615/JMachLearnModelComput.2021038529
hp-VARIATIONAL PHYSICS-INFORMED NEURAL NETWORKS FOR NONLINEAR TWO-PHASE TRANSPORT IN POROUS MEDIA
Mingyuan Yang, John T. Foster
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Mingyuan Yang ![]()
John T. Foster DOI: 10.1615/JMachLearnModelComput.2021038005
DATA-INFORMED EMULATORS FOR MULTI-PHYSICS SIMULATIONS
Hannah Lu, Dinara Ermakova, Haruko Murakami Wainwright, Liange Zheng, Daniel M. Tartakovsky
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Hannah Lu ![]()
Dinara Ermakova ![]()
Haruko Murakami Wainwright ![]()
Liange Zheng ![]()
Daniel M. Tartakovsky DOI: 10.1615/JMachLearnModelComput.2021038577
CONSTRAINED GAUSSIAN PROCESS REGRESSION: AN ADAPTIVE APPROACH FOR THE ESTIMATION OF HYPERPARAMETERS AND THE VERIFICATION OF CONSTRAINTS WITH HIGH PROBABILITY
Guillaume Perrin, S. Da Veiga
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Guillaume Perrin ![]()
S. Da Veiga DOI: 10.1615/JMachLearnModelComput.2021039837 |
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