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 | 58 | 2018 |
NanoMine schema: An extensible data representation for polymer nanocomposites H Zhao, Y Wang, A Lin, B Hu, R Yan, J McCusker, W Chen, ... APL Materials 6 (11), 2018 | 55 | 2018 |
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 | 50 | 2020 |
Data centric nanocomposites design via mixed-variable Bayesian optimization A Iyer, Y Zhang, A Prasad, P Gupta, S Tao, Y Wang, P Prabhune, ... Molecular Systems Design & Engineering 5 (8), 1376-1390, 2020 | 31 | 2020 |
Data-centric mixed-variable bayesian optimization for materials design A Iyer, Y Zhang, A Prasad, S Tao, Y Wang, L Schadler, LC Brinson, ... International design engineering technical conferences and computers and …, 2019 | 29 | 2019 |
Predicting the breakdown strength and lifetime of nanocomposites using a multi-scale modeling approach Y Huang, H Zhao, Y Wang, T Ratcliff, C Breneman, LC Brinson, W Chen, ... Journal of Applied Physics 122 (6), 2017 | 25 | 2017 |
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 | 19 | 2020 |
A perspective on the data-driven design of polymer nanodielectrics LS Schadler, W Chen, LC Brinson, R Sundararaman, P Gupta, ... Journal of Physics D: Applied Physics 53 (33), 333001, 2020 | 19 | 2020 |
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 | 19 | 2019 |
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 | 10 | 2020 |
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 35 (14), 1857-1873, 2020 | 4 | 2020 |
Modeling of charge transport in nanodielectrics using a coupled finite element and Monte Carlo approach Y Huang, LS Schadler, H Zhao, Y Wang, C Brinson 2016 IEEE Conference on Electrical Insulation and Dielectric Phenomena …, 2016 | 4 | 2016 |
Combining Finite Element with Data Analytical Approaches for Structure-Property Modeling in Polymer Nanocomposites Y Wang Northwestern University, 2019 | 1 | 2019 |
Data-driven approach for high performance polymer nanocomposite characterization and design using NanoMine C Brinson, L Schadler, W Chen, A Lin, B Hu, Y Wang ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 257, 2019 | | 2019 |