Archive Files

Volume 3, 2022 / Issue 4

DOI: 10.1615/JMachLearnModelComput.v3.i4

Table of Contents:

AUTOENCODER NEURAL NETWORK FOR CHEMICALLY REACTING SYSTEMS Pei Zhang, Ramanan Sankaran

Pei Zhang
Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA

Ramanan Sankaran
Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA

1-28 pages
DOI: 10.1615/JMachLearnModelComput.2022045133

A SPATIOTEMPORAL-AWARE WEIGHTING SCHEME FOR IMPROVING CLIMATE MODEL ENSEMBLE PREDICTIONS Ming Fan, Dan Lu, Deeksha Rastogi, Eric M. Pierce

Ming Fan
Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37830, USA

Dan Lu
Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37830, USA

Deeksha Rastogi
Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37830, USA

Eric M. Pierce
Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37830, USA

29-55 pages
DOI: 10.1615/JMachLearnModelComput.2022046715

GEOTHERMALCLOUD: MACHINE LEARNING FOR GEOTHERMAL RESOURCE EXPLORATION Maruti K. Mudunuru, Velimir V. Vesselinov, Bulbul Ahmmed

Maruti K. Mudunuru
Earth System Measurement & Data Group, Atmospheric Sciences & Global Change Division, Pacific Northwest National Laboratory, Richland, Washington 99352, USA

Velimir V. Vesselinov
EnviTrace LLC. Santa Fe, New Mexico 87501, USA

Bulbul Ahmmed
Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA

57-72 pages
DOI: 10.1615/JMachLearnModelComput.2022046445

GRADIENT-ENHANCED DEEP NEURAL NETWORK APPROXIMATIONS Xiaodong Feng, Li Zeng

Xiaodong Feng
LSEC, Institute of Computational Mathematics and Scientific/Engineering Computing, AMSS, Chinese Academy of Sciences, Beijing, China

Li Zeng
LSEC, Institute of ComputationalMathematics and Scientific/Engineering Computing, AMSS, Chinese Academy of Sciences, Beijing, China

73-91 pages
DOI: 10.1615/JMachLearnModelComput.2022046782

AN APPLICATION OF MACHINE LEARNING TO COLLEGE ADMISSIONS: THE SUMMER MELT PROBLEM Treena Basu, Ron Buckmire, Osei Tweneboah

Treena Basu
Occidental College, Los Angeles, California 90041, USA

Ron Buckmire
Occidental College, Los Angeles, California 90041, USA

Osei Tweneboah
Ramapo College of New Jersey,Mahwah, New Jersey 07430, USA

93-117 pages
DOI: 10.1615/JMachLearnModelComput.2022046289

INDEX, VOLUME 3, 2022 119-122 pages
DOI: 10.1615/JMachLearnModelComput.v3.i4.60

Begell house Digital Library - Whole Library in One Click