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期刊


ISSN2689-3967;2689-3975
刊名Journal of Machine Learning for Modeling and Computing
参考译名建模与计算机器学习杂志
收藏年代2021～2023



全部

2021 2022 2023

2021, vol.2, no.1 2021, vol.2, no.2

题名作者出版年年卷期
CONSTRAINED GAUSSIAN PROCESS REGRESSION: AN ADAPTIVE APPROACH FOR THE ESTIMATION OF HYPERPARAMETERS AND THE VERIFICATION OF CONSTRAINTS WITH HIGH PROBABILITYG. Perrin; S. Da Veiga20212021, vol.2, no.2
DATA-INFORMED EMULATORS FOR MULTI-PHYSICS SIMULATIONSHannah Lu; Dinara Ermakova; Haruko Murakami Wainwright; Liange Zheng; Daniel M. Tartakovsky20212021, vol.2, no.2
hp-VARIATIONAL PHYSICS-INFORMED NEURAL NETWORKS FOR NONLINEAR TWO-PHASE TRANSPORT IN POROUS MEDIAMingyuan Yang; John T. Foster20212021, vol.2, no.2
A MACHINE LEARNING APPROACH TO QUANTIFY DISSOLUTION KINETICS OF POROUS MEDIAHuaxinyu Wang; Chenghai Li; Wei-W. Xing; Yanan Ye; Peng Wang20212021, vol.2, no.2
DATA-DRIVEN FAILURE PREDICTION IN BRITTLE MATERIALS: A PHASE FIELD-BASED MACHINE LEARNING FRAMEWORKEduardo A. Barros de Moraes; Hadi Salehi; Mohsen Zayernouri20212021, vol.2, no.1
FULLY CONVOLUTIONAL SPATIO-TEMPORAL MODELS FOR REPRESENTATION LEARNING IN PLASMA SCIENCEGe Dong; Kyle Gerard Felker; Alexey Svyatkovskiy; William Tang; Julian Kates-Harbeck20212021, vol.2, no.1
IMPROVING NEURAL NETWORK PREDICTIONS OF MATERIAL PROPERTIES WITH LIMITED DATA USING TRANSFER LEARNINGSchuyler Krawczuk; Daniele Venturi20212021, vol.2, no.1
DYNAMIC MODE DECOMPOSITION FOR CONSTRUCTION OF REDUCED-ORDER MODELS OF HYPERBOLIC PROBLEMS WITH SHOCKSHannah Lu; Daniel M. Tartakovsky20212021, vol.2, no.1



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