Wang, Y., M. Zhang, A. Lin, A. Iyer, A. S. Prasad, X. Li, Y. Zhang, L. S. Schadler, W. Chen, and L. C. Brinson. “Mining structure-property relationships in polymer nanocomposites using data driven finite element analysis and multi-task convolutional neural networks.” Molecular Systems Design and Engineering 5, no. 5 (June 1, 2020): 962–75.

Woodcock, Jeremiah W., Richard J. Sheridan, Ryan Beams, Stephan J. Stranick, William F. Mitchell, L Catherine Brinson, Vamshi Gudapati, et al. “Damage sensing using a mechanophore crosslinked epoxy resin in single-fiber composites.” Composites Science and Technology 192 (May 2020): 108074–108074.

Paul, P. P., H. M. Paranjape, N. Tamura, Y. I. Chumlyakov, and L. C. Brinson. “In-situ, microscale characterization of heterogeneous deformation around notch in martensitic Shape Memory Alloy.” Materials Science and Engineering: A 771 (January 13, 2020).

McCusker, J. P., N. Keshan, S. Rashid, M. Deagen, C. Brinson, and D. L. McGuinness. “NanoMine: A Knowledge Graph for Nanocomposite Materials Science,” 12507 LNCS:144–59, 2020.


Paul, P. P., P. Kabirifar, Q. Sun, and L. C. Brinson. “Structure-microstructure interactions in compression deformation of NiTi shape memory alloy micropillars.” Materials Letters 257 (December 15, 2019).

Brinson, L., and Aaron Stebner. “Microstructure Anisotropy Effects on Fracture and Fatigue Mechanisms in Shape Memory Alloy Martensites.” Office of Scientific and Technical Information (OSTI), December 13, 2019.

Collinson, D. W., M. D. Eaton, K. R. Shull, and L. C. Brinson. “Deconvolution of Stress Interaction Effects from Atomic Force Spectroscopy Data across Polymer-Particle Interfaces.” Macromolecules 52, no. 22 (November 26, 2019): 8940–55.

Li, X., M. Zhang, Y. Wang, A. Prasad, W. Chen, L. Schadler, and L. C. Brinson. “Rethinking interphase representations for modeling viscoelastic properties for polymer nanocomposites.” Materialia 6 (June 1, 2019).

Iyer, A., Y. Zhang, A. Prasad, S. Tao, Y. Wang, L. Schadler, L. C. Brinson, and W. Chen. “Data-centric mixed-variable Bayesian optimization for materials design.” In Proceedings of the ASME Design Engineering Technical Conference, Vol. 2A-2019, 2019.

Song, Jake, Rıdvan Kahraman, David W. Collinson, Wenjie Xia, L Catherine Brinson, and Sinan Keten. “Temperature effects on the nanoindentation characterization of stiffness gradients in confined polymers.” Soft Matter 15, no. 3 (January 2019): 359–70.


Zhang, M., Z. Cui, and L. Catherine Brinson. “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 (December 1, 2018): 1552–66.

Fisher, Charles R., Hunter B. Henderson, Michael S. Kesler, Pingping Zhu, Glenn E. Bean, M Clara Wright, John A. Newman, L Catherine Brinson, Oscar Figueroa, and Michele V. Manuel. “Repairing large cracks and reversing fatigue damage in structural metals.” Applied Materials Today 13 (December 2018): 64–68.

Kolluru, P. V., M. D. Eaton, D. W. Collinson, X. Cheng, D. E. Delgado, K. R. Shull, and L. C. Brinson. “AFM-based Dynamic Scanning Indentation (DSI) Method for Fast, High-resolution Spatial Mapping of Local Viscoelastic Properties in Soft Materials.” Macromolecules 51, no. 21 (November 13, 2018): 8964–78.

Zhao, H., Y. Wang, A. Lin, B. Hu, R. Yan, J. McCusker, W. Chen, D. L. McGuinness, L. Schadler, and L. C. Brinson. “NanoMine schema: An extensible data representation for polymer nanocomposites.” APL Materials 6, no. 11 (November 1, 2018).

Yang, Z., X. Li, L. C. Brinson, A. N. Choudhary, W. Chen, and A. Agrawal. “Microstructural materials design via deep adversarial learning methodology.” Journal of Mechanical Design 140, no. 11 (November 1, 2018).

Zhang, M., Y. Li, P. V. Kolluru, and L. C. Brinson. “Determination of Mechanical Properties of Polymer Interphase Using Combined Atomic Force Microscope (AFM) Experiments and Finite Element Simulations.” Macromolecules 51, no. 20 (October 23, 2018): 8229–40.

Li, Xiaolin, Yichi Zhang, He Zhao, Craig Burkhart, L Catherine Brinson, and Wei Chen. “A Transfer Learning Approach for Microstructure Reconstruction and Structure-property Predictions.” Scientific Reports 8, no. 1 (September 2018): 13461.

Wang, Y., Y. Zhang, H. Zhao, X. Li, Y. Huang, L. S. Schadler, W. Chen, and L. C. Brinson. “Identifying interphase properties in polymer nanocomposites using adaptive optimization.” Composites Science and Technology 162 (July 7, 2018): 146–55.

Paul, P. P., M. Fortman, H. M. Paranjape, P. M. Anderson, A. P. Stebner, and L. C. Brinson. “Influence of Structure and Microstructure on Deformation Localization and Crack Growth in NiTi Shape Memory Alloys.” Shape Memory and Superelasticity 4, no. 2 (June 1, 2018): 285–93.

Hu, Anqi, Xiaolin Li, Amin Ajdari, Bing Jiang, Craig Burkhart, Wei Chen, and L Catherine Brinson. “Computational analysis of particle reinforced viscoelastic polymer nanocomposites – statistical study of representative volume element.” Journal of the Mechanics and Physics of Solids 114 (May 2018): 55–74.

Nandy, Krishanu, David W. Collinson, Charlie M. Scheftic, and L Catherine Brinson. “Open-source micro-tensile testers via additive manufacturing for the mechanical characterization of thin films and papers.” PloS One 13, no. 5 (January 2018): e0197999.

Li, X., Z. Yang, L. Catherine Brinson, A. Choudhary, A. Agrawal, and W. Chen. “A deep adversarial learning methodology for designing microstructural material systems.” In Proceedings of the ASME Design Engineering Technical Conference, Vol. 2B-2018, 2018.


Paul, Partha P., Harshad M. Paranjape, Behnam Amin-Ahmadi, Aaron P. Stebner, David C. Dunand, and L Catherine Brinson. “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 (October 2017): 227–35.

Huang, Y., H. Zhao, Y. Wang, T. Ratcliff, C. Breneman, L. Catherine Brinson, W. Chen, and L. S. Schadler. “Predicting the breakdown strength and lifetime of nanocomposites using a multi-scale modeling approach.” Journal of Applied Physics 122, no. 6 (August 14, 2017).

Zhang, M., S. Askar, J. M. Torkelson, and L. C. Brinson. “Stiffness Gradients in Glassy Polymer Model Nanocomposites: Comparisons of Quantitative Characterization by Fluorescence Spectroscopy and Atomic Force Microscopy.” Macromolecules 50, no. 14 (July 25, 2017): 5447–58.