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Subhayan De

united states department of energy (doe)

11H-index
45Paper Count
409Citation Count
Published Papers 18
Publication Date
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Level set-based topology optimization of micropolar solids under thermo-mechanical loading
errInternational Journal of Mechanical Sciences
IF9.4
err2026-03-26
err0
PREAI
errMayank Shekhar; Ayyappan Unnikrishna Pillai; Subhayan De; Mohammad Masiur Rahaman
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Special Issue: Data-Driven Design Under Uncertainty
errJournal of Mechanical Design
IF3
err2026-02-01
err0
PREAI
errBostanabad, Ramin; Maupin, Kathryn A.; De, Subhayan; Olivier, Audrey; van-Beek, Anton; Hu, Zhen; Leifsson, Leifur Thor; Chen, Wei
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α-VI DeepONet: A prior-robust variational Bayesian approach for enhancing DeepONets with uncertainty quantification
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-11-26
err0
PREAI
errSoban Nasir Lone; Subhayan De; Rajdip Nayek
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Likelihood level adapted estimation of marginal likelihood for Bayesian model selection
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-07-04
err0
PREAI
errSubhayan De; Reza Farzad; Patrick T. Brewick; Erik A. Johnson; Steven F. Wojtkiewicz
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PINN surrogate of Li-ion battery models for parameter inference, Part I: Implementation and multi-fidelity hierarchies for the single-particle model
errJOURNAL OF ENERGY STORAGE
IF9.8
err2024-09-01
err1
errOAAI
errHassanaly, Malik; Weddle, Peter J.; King, Ryan N.; De, Subhayan; Doostan, Alireza; Randall, Corey R.; Dufek, Eric J.; Colclasure, Andrew M.; Smith, Kandler
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errSave
PINN surrogate of Li-ion battery models for parameter inference, Part II: Regularization and application of the pseudo-2D model
errJOURNAL OF ENERGY STORAGE
IF9.8
err2024-09-01
err0
errOAAI
errHassanaly, Malik; Weddle, Peter J.; King, Ryan N.; De, Subhayan; Doostan, Alireza; Randall, Corey R.; Dufek, Eric J.; Colclasure, Andrew M.; Smith, Kandler
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errSave
Bi-fidelity variational auto-encoder for uncertainty quantification
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-03-01
err1
errOAAI
errCheng, Nuojin; Malik, Osman Asif; De, Subhayan; Becker, Stephen; Doostan, Alireza
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Bi-fidelity modeling of uncertain and partially unknown systems using DeepONets
errCOMPUTATIONAL MECHANICS
IF3.8
err2023-03-25
err13
errOAAI
errDe, Subhayan; Reynolds, Matthew; Hassanaly, Malik; King, Ryan N. N.; Doostan, Alireza
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errSave
Topology optimization under microscale uncertainty using stochastic gradients
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2022-12-30
err3
errOAAI
errDe, Subhayan; Maute, Kurt; Doostan, Alireza
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Shape and material optimization of problems with dynamically evolving interfaces applied to solid rocket motors
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2022-08-05
err2
PREAI
errMaute, Kurt; De, Subhayan
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Neural network training using l1-regularization and bi-fidelity data
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-06-01
err19
errOAAI
errDe, Subhayan; Doostan, Alireza
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errSave
Prediction of Ultrasonic Guided Wave Propagation in Fluid-Structure and Their Interface under Uncertainty Using Machine Learning
errengineering fracture mechanics
IF3.2
err2022-03-01
err4
errOAAI
errDe, Subhayan; Hai, Bhuiyan Shameem Mahmood Ebna; Doostan, Alireza; Bause, Markus
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errSave
Reliability-based topology optimization using stochastic gradients
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2021-10-04
err10
PREAI
errDe, Subhayan; Maute, Kurt; Doostan, Alireza
errShare
errSave
Topology optimization under uncertainty using a stochastic gradient-based approach
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2020-09-26
err33
errOAAI
errDe, Subhayan; Hampton, Jerrad; Maute, Kurt; Doostan, Alireza
errShare
errSave
Bi-fidelity stochastic gradient descent for structural optimization under uncertainty
errCOMPUTATIONAL MECHANICS
IF3.8
err2020-08-03
err20
PREAI
errDe, Subhayan; Maute, Kurt; Doostan, Alireza
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errSave
A hybrid probabilistic framework for model validation with application to structural dynamics modeling
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2019-04-01
err8
PREAI
errDe, Subhayan; Brewick, Patrick T.; Johnson, Erik A.; Wojtkiewicz, Steven F.
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errSave
Investigation of Model Falsification Using Error and Likelihood Bounds with Application to a Structural System
errengineering fracture mechanics
IF3.2
err2018-09-01
err13
PREAI
errDe, Subhayan; Brewick, Patrick T.; Johnson, Erik A.; Wojtkiewicz, Steven F.
errShare
errSave
Computationally Efficient Bayesian Model Selection for Locally Nonlinear Structural Dynamic Systems
errengineering fracture mechanics
IF3.2
err2018-05-01
err7
PREAI
errDe, Subhayan; Johnson, Erik A.; Wojtkiewicz, Steven F.; Brewick, Patrick T.
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
K
Kurt Maute
H-index: 52 · Papers: 251
E
Eric J. Dufek
H-index: 41 · Papers: 228
A
Andrew M. Colclasure
H-index: 37 · Papers: 173
Z
Zhen Hu
H-index: 34 · Papers: 132
E
E. A. Johnson
H-index: 33 · Papers: 261
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