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ISSN Print: 2689-3967
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Archive FilesVolume 5, 2024 / Issue 4SPECIAL ISSUE: ADVANCEMENTS AND APPLICATIONS OF MULTIFIDELITY MACHINE LEARNING IN ENGINEERING DOI: 10.1615/JMachLearnModelComput.v5.i4 Table of Contents:
MESH REFINEMENT AS PROBABILISTIC LEARNING
Philippe Hawi, Roger Ghanem
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Philippe Hawi ![]()
Roger Ghanem DOI: 10.1615/JMachLearnModelComput.2024054830
ROBUST TOPOLOGY OPTIMIZATION USING MULTI-FIDELITY VARIATIONAL AUTOENCODERS
Rini Jasmine Gladstone, Mohammad Amin Nabian, Vahid Keshavarzzadeh, Hadi Meidani
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Rini Jasmine Gladstone ![]()
Mohammad Amin Nabian ![]()
Vahid Keshavarzzadeh ![]()
Hadi Meidani DOI: 10.1615/JMachLearnModelComput.2024054646
HYBRID CHANCE-CONSTRAINED OPTIMAL POWER FLOW UNDER LOAD AND RENEWABLE GENERATION UNCERTAINTY USING ENHANCED MULTI-FIDELITY GRAPH NEURAL NETWORKS
Kamiar Khayambashi, Md Abul Hasnat, Negin Alemazkoor
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Kamiar Khayambashi ![]()
Md Abul Hasnat ![]()
Negin Alemazkoor DOI: 10.1615/JMachLearnModelComput.2024054885
MULTI-FIDELITY MACHINE LEARNING FOR UNCERTAINTY QUANTIFICATION AND OPTIMIZATION
Ruda Zhang, Negin Alemazkoor
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Ruda Zhang ![]()
Negin Alemazkoor DOI: 10.1615/JMachLearnModelComput.2024055786
DESIGN OF EXPERIMENTS VIA MULTI-FIDELITY SURROGATES AND STATISTICAL SENSITIVITY MEASURES
David J. Gillcrist, Negin Alemazkoor, Yanlai Chen, Mazdak Tootkaboni
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David J. Gillcrist ![]()
Negin Alemazkoor ![]()
Yanlai Chen ![]()
Mazdak Tootkaboni DOI: 10.1615/JMachLearnModelComput.2024055261
INDEX, VOLUME 5, 2024
123-126 pages
DOI: 10.1615/JMachLearnModelComput.v5.i4.60 |
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