Publications
Data-centric mixed-variable Bayesian optimization for materials design." In Proceedings of the Asme Design Engineering Technical Conference. Vol. 2A-2019. 2019.
"Deconvolution of Stress Interaction Effects from Atomic Force Spectroscopy Data across Polymer-Particle Interfaces." Macromolecules 52, no. 22 (2019): 8940-8955.
" Rethinking interphase representations for modeling viscoelastic properties for polymer nanocomposites." Materialia 6 (2019).
"Structure-microstructure interactions in compression deformation of NiTi shape memory alloy micropillars." Materials Letters 257 (2019).
"AFM-based Dynamic Scanning Indentation (DSI) Method for Fast, High-resolution Spatial Mapping of Local Viscoelastic Properties in Soft Materials." Macromolecules 51, no. 21 (2018): 8964-8978.
"Computational analysis of particle reinforced viscoelastic polymer nanocomposites – statistical study of representative volume element." Journal of the Mechanics and Physics of Solids 114 (2018): 55-74.
"A deep adversarial learning methodology for designing microstructural material systems." In Proceedings of the Asme Design Engineering Technical Conference. Vol. 2B-2018. 2018.
"Determination of Mechanical Properties of Polymer Interphase Using Combined Atomic Force Microscope (AFM) Experiments and Finite Element Simulations." Macromolecules 51, no. 20 (2018): 8229-8240.
"Identifying interphase properties in polymer nanocomposites using adaptive optimization." Composites Science and Technology 162 (2018): 146-155.
"Influence of Structure and Microstructure on Deformation Localization and Crack Growth in NiTi Shape Memory Alloys." Shape Memory and Superelasticity 4, no. 2 (2018): 285-293.
"Mechanical properties of hard–soft block copolymers calculated from coarse-grained molecular dynamics models." Journal of Polymer Science Part B: Polymer Physics 56, no. 23 (2018): 1552-1566.
"Microstructural materials design via deep adversarial learning methodology." Journal of Mechanical Design 140, no. 11 (2018).
"NanoMine schema: An extensible data representation for polymer nanocomposites." Apl Materials 6, no. 11 (2018): 111108.
"Open-source micro-tensile testers via additive manufacturing for the mechanical characterization of thin films and papers." Plos One 13, no. 5 (2018).
"Repairing large cracks and reversing fatigue damage in structural metals." Applied Materials Today 13 (2018): 64-68.
"Temperature effects on the nanoindentation characterization of stiffness gradients in confined polymers." Soft Matter 15, no. 3 (2018): 359-370.
"A Transfer Learning Approach for Microstructure Reconstruction and Structure-property Predictions." Scientific Reports 8, no. 1 (2018).
"Effect of machined feature size relative to the microstructural size on the superelastic performance in polycrystalline NiTi shape memory alloys." Materials Science and Engineering: A 706 (2017): 227-235.
"A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality." Computer Methods in Applied Mechanics and Engineering 320 (2017): 633-667.
"Influences of granular constraints and surface effects on the heterogeneity of elastic, superelastic, and plastic responses of polycrystalline shape memory alloys." Journal of the Mechanics and Physics of Solids 102 (2017): 46-66.
"Predicting the breakdown strength and lifetime of nanocomposites using a multi-scale modeling approach." Journal of Applied Physics 122, no. 6 (2017): 065101.
"Stiffness Gradients in Glassy Polymer Model Nanocomposites: Comparisons of Quantitative Characterization by Fluorescence Spectroscopy and Atomic Force Microscopy." Macromolecules 50, no. 14 (2017): 5447-5458.
"Characterization and modeling of three-dimensional self-healing shape memory alloy-reinforced metal-matrix composites." Mechanics of Materials 103 (2016): 1-10.
"Perspective: NanoMine: A material genome approach for polymer nanocomposites analysis and design." APL Materials 4, no. 5 (2016): 053204.
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