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Xiaolin Li
Xiaolin Li
Verified email at u.northwestern.edu
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Cited by
Year
Computational microstructure characterization and reconstruction: Review of the state-of-the-art techniques
R Bostanabad, Y Zhang, X Li, T Kearney, LC Brinson, DW Apley, WK Liu, ...
Progress in Materials Science 95, 1-41, 2018
2132018
A transfer learning approach for microstructure reconstruction and structure-property predictions
X Li, Y Zhang, H Zhao, C Burkhart, LC Brinson, W Chen
Scientific reports 8 (1), 1-13, 2018
1482018
Microstructural materials design via deep adversarial learning methodology
Z Yang, X Li, L Catherine Brinson, AN Choudhary, W Chen, A Agrawal
Journal of Mechanical Design 140 (11), 2018
1282018
Toward the development of a quantitative tool for predicting dispersion of nanocomposites under non-equilibrium processing conditions
I Hassinger, X Li, H Zhao, H Xu, Y Huang, A Prasad, L Schadler, W Chen, ...
Journal of materials science 51 (9), 4238-4249, 2016
522016
Perspective: NanoMine: A material genome approach for polymer nanocomposites analysis and design
H Zhao, X Li, Y Zhang, LS Schadler, W Chen, LC Brinson
APL Materials 4 (5), 053204, 2016
482016
A deep adversarial learning methodology for designing microstructural material systems
X Li, Z Yang, LC Brinson, A Choudhary, A Agrawal, W Chen
International Design Engineering Technical Conferences and Computers and …, 2018
462018
Identifying interphase properties in polymer nanocomposites using adaptive optimization
Y Wang, Y Zhang, H Zhao, X Li, Y Huang, LS Schadler, W Chen, ...
Composites Science and Technology 162, 146-155, 2018
412018
Computational analysis of particle reinforced viscoelastic polymer nanocomposites–statistical study of representative volume element
A Hu, X Li, A Ajdari, B Jiang, C Burkhart, W Chen, LC Brinson
Journal of the Mechanics and Physics of Solids 114, 55-74, 2018
192018
Mining structure–property relationships in polymer nanocomposites using data driven finite element analysis and multi-task convolutional neural networks
Y Wang, M Zhang, A Lin, A Iyer, AS Prasad, X Li, Y Zhang, LS Schadler, ...
Molecular Systems Design & Engineering 5 (5), 962-975, 2020
162020
Rethinking interphase representations for modeling viscoelastic properties for polymer nanocomposites
X Li, M Zhang, Y Wang, A Prasad, W Chen, L Schadler, LC Brinson
Materialia 6, 100277, 2019
152019
Investigating the effect of surface modification on the dispersion process of polymer nanocomposites
AS Prasad, Y Wang, X Li, A Iyer, W Chen, LC Brinson, LS Schadler
Nanocomposites 6 (3), 111-124, 2020
92020
Materials Informatics and Data System for Polymer Nanocomposites Analysis and Design
W Chen, L Schadler, C Brinson, Y Wang, Y Zhang, A Prasad, X Li, A Iyer
HANDBOOK ON BIG DATA AND MACHINE LEARNING IN THE PHYSICAL SCIENCES: Volume 1 …, 2020
82020
Impact of interfacial properties on the viscoelastic relaxation of hard–soft block copolymers using finite element analysis
M Zhang, X Li, Y Wang, W Chen, C Brinson
Journal of Materials Research, 1-17, 2020
12020
Towards building a structure-properties prediction tool for nanodielectrics
AS Prasad, L Schadler, H Zhao, X Li, W Chen, LC Brinson
2017 IEEE Conference on Electrical Insulation and Dielectric Phenomenon …, 2017
2017
Application of finite element modeling and viscoelasticity theory in characterization and prediction of dielectric relaxation process in polymer nanodielectrics
H Zhao, Y Li, X Li, LC Brinson, Y Huang, TM Krentz, K Wu, C Breneman, ...
2014
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