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L

Lori Graham‐Brady

Department of Civil and Systems Engineering

28H-index
116Paper Count
2.5KCitation Count
Published Papers 52
Publication Date
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Physics-informed latent neural operator for real-time predictions of time-dependent parametric PDEs
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-12-09
err0
PREAI
errSharmila Karumuri; Lori Graham-Brady; Somdatta Goswami
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Numerical and data-driven modeling of spall failure in polycrystalline ductile materials
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-10-21
err0
PREAI
errIndrashish Saha; Lori Graham-Brady
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errSave
Review of the concept of variability response function and its application in stochastic systems
errReliability Engineering & System Safety
IF11
err2025-06-10
err0
PREAI
errGeorge Deodatis; Sanjay Arwade; Lori Graham-Brady; Kirubel Teferra
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Batch active learning for microstructure-property relations in energetic materials
errMECHANICS OF MATERIALS
IF4.1
err2025-03-01
err0
PREAI
errOzbayram, Ozge; Olsen, Daniel; Annamaraju, Maruthi; Robertson, Andreas E.; Venkatraman, Aditya; Kalidindi, Surya R.; Zhou, Min; Graham-Brady, Lori
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Materials laboratories of the future for alloys, amorphous, and composite materials
errMRS BULLETIN
IF4.9
err2025-01-29
err0
errOAAI
errBanerjee, Sarbajit; Meng, Y. Shirley; Minor, Andrew M.; Zhang, Minghao; Zaluzec, Nestor J.; Chan, Maria K. Y.; Seidler, Gerald; Mccomb, David W.; Agar, Joshua; Mukherjee, Partha P.; Melot, Brent; Chapman, Karena; Guiton, Beth S.; Klie, Robert F.; Mccue, Ian D.; Voyles, Paul M.; Robertson, Ian; Li, Ling; Chi, Miaofang; Destino, Joel F.; Devaraj, Arun; Marquis, Emmanuelle A.; Segre, Carlo U.; Liu, Huinan H.; Yang, Judith C.; Momeni, Kasra; Misra, Amit; Abdolrahim, Niaz; Medvedeva, Julia E.; Cai, Wenjun; Sehirlioglu, Alp; Dizbay-Onat, Melike; Mehta, Apurva; Graham-Brady, Lori; Maruyama, Benji; Rajan, Krishna; Warner, Jamie H.; Taheri, Mitra L.; Kalinin, Sergei V.; Reeja-Jayan, B.; Schwarz, Udo D.; Simon, Sindee L.; Brown, Craig M.
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Bayesian neural networks for predicting uncertainty in full-field material response
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-01-01
err0
errOAAI
errPasparakis, George D.; Graham-Brady, Lori; Shields, Michael D.
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Data-driven prediction of extreme value distributions of finite-length random processes with application to fiber strength statistics
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-12-01
err0
PREAI
errGraham-Brady, Lori; Hogarth, Jamey; Papaioannou, Iason
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Heteroscedastic Gaussian Process Regression for material structure-property relationship modeling
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-11-01
err1
PREAI
errOzbayram, Ozge; Olivier, Audrey; Graham-Brady, Lori
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Prediction of local elasto-plastic stress and strain fields in a two-phase composite microstructure using a deep convolutional neural network
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-03-01
err5
errOAAI
errSaha, Indrashish; Gupta, Ashwini; Graham-Brady, Lori
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errSave
Effect of sample size on the maximum value distribution of fatigue driving forces in metals and alloys
errINTERNATIONAL JOURNAL OF FATIGUE
IF6.8
err2023-11-01
err4
errOAAI
errYaghoobi, Mohammadreza; Stopka, Krzysztof S.; McDowell, David L.; Graham-Brady, Lori; Teferra, Kirubel
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errSave
Accelerated multiscale mechanics modeling in a deep learning framework
errMECHANICS OF MATERIALS
IF4.1
err2023-09-01
err24
errOAAI
errGupta, Ashwini; Bhaduri, Anindya; Graham-Brady, Lori
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errSave
Artificial intelligence for materials research at extremes
errMRS BULLETIN
IF4.9
err2023-02-02
err6
errOAAI
errMaruyama, B.; Hattrick-Simpers, J.; Musinski, W.; Graham-Brady, L.; Li, K.; Hollenbach, J.; Singh, A.; Taheri, M. L.
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errSave
Materials for extreme environments
errNATURE REVIEWS MATERIALS
IF86.2
err2022-11-09
err77
PREAI
errPrameela, Suhas Eswarappa; Pollock, Tresa M.; Raabe, Dierk; Meyers, Marc Andre; Aitkaliyeva, Assel; Chintersingh, Kerri-Lee; Cordero, Zachary C.; Graham-Brady, Lori
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errSave
Stress field prediction in fiber-reinforced composite materials using a deep learning approach
errCOMPOSITES PART B-ENGINEERING
IF14.2
err2022-06-01
err90
errOAAI
errBhaduri, Anindya; Gupta, Ashwini; Graham-Brady, Lori
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errSave
Fragmentation and granular transition of ceramics for high rate loading
errJOURNAL OF THE AMERICAN CERAMIC SOCIETY
IF3.8
err2022-02-07
err4
errOAAI
errBhattacharjee, Amartya; Hurley, Ryan C.; Graham-Brady, Lori
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errSave
The spatial averaging method for non-homogeneous random fields with application to reliability analysis
errENGINEERING STRUCTURES
IF6.4
err2022-02-01
err6
errOAAI
errGeyer, Sebastian; Papaioannou, Iason; Graham-Brady, Lori; Straub, Daniel
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errSave
Bayesian neural networks for uncertainty quantification in data-driven materials modeling
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-12-01
err70
errOAAI
errOlivier, Audrey; Shields, Michael D.; Graham-Brady, Lori
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errSave
An efficient optimization based microstructure reconstruction approach with multiple loss functions
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2021-11-01
err22
errOAAI
errBhaduri, Anindya; Gupta, Ashwini; Olivier, Audrey; Graham-Brady, Lori
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Probabilistic Modeling of Discrete Structural Response with Application to Composite Plate Penetration Models
errengineering fracture mechanics
IF3.2
err2021-11-01
err13
errOAAI
errBhaduri, Anindya; Meyer, Christopher S.; Gillespie, John W.; Haque, Bazle Z. ''Gama''; Shields, Michael D.; Graham-Brady, Lori
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errSave
Models for the behavior of boron carbide in extreme dynamic environments
errJOURNAL OF THE AMERICAN CERAMIC SOCIETY
IF3.8
err2021-09-06
err13
errOAAI
errRamesh, K. T.; Graham-Brady, Lori; Goddard, William A., III; Hurley, Ryan C.; Robbins, Mark; Tonge, Andrew L.; Bhattacharjee, Amartya; Clemmer, Joel T.; Zeng, Qinglei; Li, Weixin; Shen, Yidi; An, Qi; Mitra, Nilanjan
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Research Directions

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Co-authors
Cooperation Journals
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William A. Goddard
H-index: 184 · Papers: 2.4K
D
Dierk Raabe
H-index: 178 · Papers: 2.3K
Y
Ying Shirley Meng
H-index: 121 · Papers: 861
S
Surendra P. Shah
H-index: 118 · Papers: 747
M
Marc A. Meyers
H-index: 111 · Papers: 684
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