Publications
Community action on FAIR data will fuel a revolution in materials research." Mrs Bulletin (2023).
"Hierarchically structured bioinspired nanocomposites." Nature Materials 22, no. 1 (2023): 18-35.
" "Combining Machine Learning, DFT, EFM, and Modeling to Design Nanodielectric Behavior." In Ecs Transactions, 51-60. Vol. 108. 2022.
"Data-Driven Multiscale Science for Tread Compounding." Tire Science and Technology (2022).
"Direct evidence of interfacial crystallization preventing weld formation during fused filament fabrication of poly(ether ether ketone)." Additive Manufacturing 51 (2022).
"FAIR and Interactive Data Graphics from a Scientific Knowledge Graph." Scientific Data 9, no. 1 (2022).
"How to see hidden patterns in metamaterials with interpretable machine learning." Extreme Mechanics Letters 57 (2022).
"The materials tetrahedron has a “digital twin”." Mrs Bulletin 47, no. 4 (2022): 379-388.
"Best practices and recommendations for accurate nanomechanical characterization of heterogeneous polymer systems with atomic force microscopy." Progress in Polymer Science 119 (2021).
"ChemProps: A RESTful API enabled database for composite polymer name standardization." Journal of Cheminformatics 13, no. 1 (2021).
"Distribution of rubber particles in the weld zone of fused filament fabricated acrylonitrile butadiene styrene and the impact on weld strength." Additive Manufacturing 41 (2021).
"The influence of porosity, crystallinity and interlayer adhesion on the tensile strength of 3D printed polylactic acid (PLA)." Rapid Prototyping Journal 27, no. 7 (2021): 1327-1336.
"Metalized polyamide heterostructure as a moisture-responsive actuator for multimodal adaptive personal heat management." Science Advances 7, no. 51 (2021).
" "Damage sensing using a mechanophore crosslinked epoxy resin in single-fiber composites." Composites Science and Technology 192 (2020): 108074.
"Data centric nanocomposites design: Via mixed-variable Bayesian optimization." Molecular Systems Design & Engineering 5, no. 8 (2020): 1376-1390.
"Heterogeneity and Inelasticity of Deformation in a Notched Martensitic NiTi Shape Memory Alloy Specimen." Acta Materialia 194 (2020): 49-59.
"In-situ, microscale characterization of heterogeneous deformation around notch in martensitic Shape Memory Alloy." Materials Science and Engineering: A 771 (2020).
"Investigating the effect of surface modification on the dispersion process of polymer nanocomposites." Nanocomposites 6, no. 3 (2020): 111-124.
"Mining structure–property relationships in polymer nanocomposites using data driven finite element analysis and multi-task convolutional neural networks." Molecular Systems Design & Engineering 5, no. 5 (2020): 962-975.
"A perspective on the data-driven design of polymer nanodielectrics." Journal of Physics D: Applied Physics 53, no. 33 (2020).
"Polymer Nanocomposite Data: Curation, Frameworks, Access, and Potential for Discovery and Design." Acs Macro Letters 9, no. 8 (2020): 1086-1094.
"Tapered Polymer Whiskers to Enable Three-Dimensional Tactile Feature Extraction." Soft Robotics 8, no. 1 (2020): 44-58.
"Vanishing Cantilever Calibration Error with Magic Ratio Atomic Force Microscopy." Advanced Theory and Simulations 3, no. 8 (2020): 2000090.
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