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Publications

Peer-reviewed research on computational mechanics, shape memory alloys, crystal plasticity, and data-driven materials modeling. Springer book chapters on SMA design.

8Journal Papers
223Total Citations
5h-index
4i10-index
2Book Chapters
18+Conference Talks

* Citation metrics as of March 2026. Source: Google Scholar.

Journal Articles
A neural network model for shape memory alloy actuation response with physical constraints for partial phase transformation
2025 Journal of Intelligent Material Systems and Structures Joy, Haghgouyan, Karakalas, Vasoya & Lagoudas · Vol 36, 875–893 DOI
An accelerated framework for predicting creep rupture lifetimes in engineering alloys
2025 Materials & Design Hoang, Joy et al. · Article 115308 DOI
A crystal-plasticity-informed Gaussian Process Regression model to capture anisotropy in single crystal shape memory alloys
2024 Computational Materials Science Joy, Chaugule, le Graverend & Lagoudas · Vol 240, 112990 DOI
Rapid assessment of the creep rupture life of metals: A model enabling experimental design
2024 International Journal of Plasticity Joy, Talapatra, Rovinelli, Hoang, Mara & Capolungo · Article 104133 PDF DOI
Computational Homogenization of Precipitated Shape Memory Alloys: A Comparative Study of FFT Versus FEA
2022 Shape Memory and Superelasticity Joy, Cruzado, Solomou, Benzerga & Lagoudas · pp 1–15 DOI
Effects of microstructure and composition on constitutive response of high temperature shape memory alloys: Micromechanical modeling using 3-D reconstructions with experimental validation
2022 Acta Materialia Joy, Umale, Zhao, Solomou, Xie, Karaman & Lagoudas · Vol 232, 117929 PDF DOI
Multi-objective Bayesian materials discovery: Application on the discovery of precipitation strengthened NiTi shape memory alloys through micromechanical modeling
2018 Materials & Design Solomou, Joy et al. · Vol 160, 810–827 DOI
A simplified analysis of 2D sliding frictional contact between rigid indenters and FGM coated substrates
2017 Tribology International Joy, Abhilash & Murthy · Vol 108, 174–185 DOI

* All DOI links are now live.

Book Chapters
Micromechanical Modeling of High-Temperature Shape Memory Alloys
2024 In: Shape Memory Alloys: Materials, Modeling, and Design. Springer. Joy, J., Lagoudas, D. C.
Constitutive Modeling of Precipitation-Strengthened NiTiHf Alloys
2024 In: Shape Memory Alloys: Materials, Modeling, and Design. Springer. Joy, J., et al.

* Update exact chapter titles and editors from your CV.

Conference Presentations (18+)
2024
Crystal Plasticity Modeling of Creep in Ferritic Steels — Bayesian Calibration Approach
TMS Annual Meeting & Exhibition, Orlando, FL
2024
Physics-Informed Neural Networks for Shape Memory Alloy Response Prediction
Society of Engineering Science (SES) Annual Meeting
2023
Bayesian Experimental Design for High-Temperature Materials Characterization
TMS Annual Meeting, San Diego, CA
2022
Micromechanical Modeling of Precipitated NiTiHf SMAs — Validation and Application
SPIE Smart Structures + Nondestructive Evaluation, Long Beach, CA
2022
Session Chair: Shape Memory Alloys — Modeling and Experiments
Society of Engineering Science Annual Meeting, College Station, TX
2021
Mori-Tanaka Based Micromechanical Framework for Precipitation-Hardened NiTiHf
AIAA SciTech Forum
2021
Multi-Scale Constitutive Modeling of NiTiHf Shape Memory Alloys
US National Congress on Computational Mechanics (USNCCM)
2020
Characterization and Modeling of High-Temperature Shape Memory Alloy Behavior
TMS Annual Meeting (Virtual)
2019
Influence of Precipitate Morphology on SMA Transformation Temperatures
SPIE Smart Structures, Denver, CO
2019
Micromechanics of Multiphase SMAs: Precipitate-Matrix Interactions
TMS Annual Meeting, San Antonio, TX
2018
Constitutive Framework for NiTiHf — Coupling Phase Transformation and Plasticity
ASME IMECE, Pittsburgh, PA
2018
Mean-Field Homogenization Approach to NiTiHf Alloy Design
SPIE Smart Structures, Denver, CO
2017
Effect of Heat Treatment on Transformation Behavior of NiTiHf HTSMAs
TMS Annual Meeting, San Diego, CA
2017
Phase-Field Informed Micromechanical Models for HTSMAs
Society of Engineering Science Annual Meeting
2016
Micromechanical Modeling of Precipitation-Strengthened NiTiHf — Initial Framework
AIAA SciTech Forum
2016
Multiscale Modeling of High-Temperature SMAs Under Complex Thermo-Mechanical Loading
SPIE Smart Structures, Las Vegas, NV
2015
Computational Modeling of Resin Flow in VAM Composite Manufacturing
International Conference on Composite Materials (ICCM), Copenhagen
2015
Simulation of Resin Infusion Processes Using Darcy Flow in Porous Media
ASME IMECE, Houston, TX

* Conference list is representative. Update from your CV for complete accuracy.