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C

Christian Moya

Purdue University

14H-index
60Paper Count
459Citation Count
Published Papers 9
Publication Date
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DeepONet as a Multi-Operator Extrapolation Model: Distributed Pretraining with Physics-Informed Fine-Tuning
errJournal of Computational Physics
IF3.8
err2025-11-19
err0
PREAI
errZecheng Zhang; Christian Moya; Lu Lu; Guang Lin; Hayden Schaeffer
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A self-adaptive energy-based learning rate for stochastic gradient descent via Vector Auxiliary Variable method
errEngineering Applications of Artificial Intelligence
IF8
err2025-08-09
err0
PREAI
errJiahao Zhang; Christian Moya; Guang Lin
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errSave
Conformalized prediction of post-fault voltage trajectories using pre-trained and finetuned attention-driven neural operators
errNeural Networks
IF6.3
err2025-07-12
err0
PREAI
errAmirhossein Mollaali; Gabriel Zufferey; Gonzalo Constante-Flores; Christian Moya; Can Li; Meng Yue; Guang Lin
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errSave
FPINN-deeponet: A physics-informed operator learning framework for multi-term time-fractional mixed diffusion-wave equations
errJournal of Computational Physics
IF3.8
err2025-06-16
err0
PREAI
errBinghang Lu; ZhaoPeng Hao; Christian Moya; Guang Lin
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errSave
D2NO: Efficient handling of heterogeneous input function spaces with distributed deep neural operators
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-08-01
err1
errOAAI
errZhang, Zecheng; Moya, Christian; Lu, Lu; Lin, Guang; Schaeffer, Hayden
errShare
errSave
Deep operator learning-based surrogate models with uncertainty quantification for optimizing internal cooling channel rib profiles
errINTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
IF5.8
err2024-02-01
err12
errOAAI
errSahin, Izzet; Moya, Christian; Mollaali, Amirhossein; Lin, Guang; Paniagua, Guillermo
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errSave
DeepGraphONet: A Deep Graph Operator Network to Learn and Zero-Shot Transfer the Dynamic Response of Networked Systems
errieee open journal of circuits and systems
IF4.4
err2023-09-01
err4
errOAAI
errSun, Yixuan; Moya, Christian; Lin, Guang; Yue, Meng
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errSave
DeepONet-grid-UQ: A trustworthy deep operator framework for predicting the power grid?s post-fault trajectories
errNEUROCOMPUTING
IF6.5
err2023-05-01
err21
errOAAI
errMoya, Christian; Zhang, Shiqi; Lin, Guang; Yue, Meng
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errSave
B-DeepONet: An enhanced Bayesian DeepONet for solving noisy parametric PDEs using accelerated replica exchange SGLD
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-01-01
err20
errOAAI
errLin, Guang; Moya, Christian; Zhang, Zecheng
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
J. Zhang
H-index: 56 · Papers: 194
G
Guang Lin
H-index: 42 · Papers: 399
L
Lu Lu
H-index: 35 · Papers: 151
Y
Yue Meng
H-index: 32 · Papers: 209
G
Guillermo Paniagua
H-index: 31 · Papers: 364
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