Publications

2020

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. https://doi.org/10.1039/d0me00020e.

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. https://doi.org/10.1016/j.compscitech.2020.108074.

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). https://doi.org/10.1016/j.msea.2019.138605.

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. https://doi.org/10.1007/978-3-030-62466-8_10.

2019

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). https://doi.org/10.1016/j.matlet.2019.126693.

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. https://doi.org/10.2172/1579299.

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. https://doi.org/10.1021/acs.macromol.9b01378.

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). https://doi.org/10.1016/j.mtla.2019.100277.

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. https://doi.org/10.1115/DETC2019-98222.

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. https://doi.org/10.1039/c8sm01539b.

2018

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. https://doi.org/10.1002/polb.24742.

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. https://doi.org/10.1016/j.apmt.2018.07.003.

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. https://doi.org/10.1021/acs.macromol.8b01426.

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). https://doi.org/10.1063/1.5046839.

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). https://doi.org/10.1115/1.4041371.

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. https://doi.org/10.1021/acs.macromol.8b01427.

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. https://doi.org/10.1038/s41598-018-31571-7.

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. https://doi.org/10.1016/j.compscitech.2018.04.017.

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. https://doi.org/10.1007/s40830-018-0172-1.

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. https://doi.org/10.1016/j.jmps.2018.02.013.

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. https://doi.org/10.1371/journal.pone.0197999.

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. https://doi.org/10.1115/DETC201885633.

2017

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. https://doi.org/10.1016/j.msea.2017.09.016.

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). https://doi.org/10.1063/1.4997720.

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. https://doi.org/10.1021/acs.macromol.7b00917.