| Numerical modeling of the thermal behavior and residual stress in the direct metal laser sintering process of titanium alloy products X Zhao, A Iyer, P Promoppatum, SC Yao Additive Manufacturing 14, 126-136, 2017 | 169 | 2017 |
| Machine-learning-assisted de novo design of organic molecules and polymers: opportunities and challenges G Chen, Z Shen, A Iyer, UF Ghumman, S Tang, J Bi, W Chen, Y Li Polymers 12 (1), 163, 2020 | 150 | 2020 |
| 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 | 58 | 2020 |
| Featureless adaptive optimization accelerates functional electronic materials design Y Wang, A Iyer, W Chen, JM Rondinelli Applied Physics Reviews 7 (4), 2020 | 50 | 2020 |
| A conditional generative model for predicting material microstructures from processing methods A Iyer, B Dey, A Dasgupta, W Chen, A Chakraborty arXiv preprint arXiv:1910.02133, 2019 | 43 | 2019 |
| A spectral density function approach for active layer design of organic photovoltaic cells U Farooq Ghumman, A Iyer, R Dulal, J Munshi, A Wang, TY Chien, ... Journal of Mechanical Design 140 (11), 111408, 2018 | 38 | 2018 |
| Designing anisotropic microstructures with spectral density function A Iyer, R Dulal, Y Zhang, UF Ghumman, TY Chien, G Balasubramanian, ... Computational Materials Science 179, 109559, 2020 | 34 | 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 | 32 | 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 | 31 | 2019 |
| Composition and processing dependent miscibility of P3HT and PCBM in organic solar cells by coarse-grained molecular simulations J Munshi, UF Ghumman, A Iyer, R Dulal, W Chen, TY Chien, ... Computational Materials Science 155, 112-115, 2018 | 28 | 2018 |
| Data centric design: A new approach to design of microstructural material systems W Chen, A Iyer, R Bostanabad Engineering 10, 89-98, 2022 | 27 | 2022 |
| Effect of polydispersity on the bulk‐heterojunction morphology of P3HT: PCBM solar cells J Munshi, UF Ghumman, A Iyer, R Dulal, W Chen, TY Chien, ... Journal of Polymer Science Part B: Polymer Physics 57 (14), 895-903, 2019 | 24 | 2019 |
| 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 | 21 | 2020 |
| Scalable gaussian processes for data-driven design using big data with categorical factors L Wang, S Yerramilli, A Iyer, D Apley, P Zhu, W Chen Journal of Mechanical Design 144 (2), 021703, 2022 | 20 | 2022 |
| 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 | 20 | 2020 |
| Uncertainty-aware mixed-variable machine learning for materials design H Zhang, W Chen, A Iyer, DW Apley, W Chen Scientific reports 12 (1), 19760, 2022 | 15 | 2022 |
| Descriptor aided Bayesian optimization for many-level qualitative variables with materials design applications A Iyer, S Yerramilli, JM Rondinelli, DW Apley, W Chen Journal of Mechanical Design 145 (3), 031701, 2023 | 11 | 2023 |
| 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 | 11 | 2020 |
| Elongated Nanodomains and Molecular Intermixing Induced Doping in Organic Photovoltaic Active Layers with Electric Field Treatment R Dulal, A Iyer, UF Ghumman, J Munshi, A Wang, G Balasubramanian, ... ACS Applied Polymer Materials 2 (2), 335-341, 2019 | 7 | 2019 |
| A Conditional Generative Model for Predicting Material Microstructures from Processing Methods,(2019) A Iyer, B Dey, A Dasgupta, W Chen, A Chakraborty arXiv preprint arXiv:1910.02133, 1910 | 7 | 1910 |
