| Accelerated development of perovskite-inspired materials via high-throughput synthesis and machine-learning diagnosis S Sun, NTP Hartono, ZD Ren, F Oviedo, AM Buscemi, M Layurova, ... Joule 3 (6), 1437-1451, 2019 | 69 | 2019 |
| Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks F Oviedo, Z Ren, S Sun, C Settens, Z Liu, NTP Hartono, S Ramasamy, ... npj Computational Materials 5 (1), 1-9, 2019 | 65 | 2019 |
| Inverse design of crystals using generalized invertible crystallographic representation Z Ren, J Noh, S Tian, F Oviedo, G Xing, Q Liang, A Aberle, Y Liu, Q Li, ... arXiv preprint arXiv:2005.07609, 2020 | 9 | 2020 |
| Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics Z Ren, F Oviedo, M Thway, SIP Tian, Y Wang, H Xue, JD Perea, ... npj Computational Materials 6 (1), 1-9, 2020 | 6 | 2020 |
| Physics-guided characterization and optimization of solar cells using surrogate machine learning model Z Ren, F Oviedo, H Xue, M Thway, K Zhang, N Li, JD Perea, M Layurova, ... 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC), 3054-3058, 2019 | 6 | 2019 |
| Two-step machine learning enables optimized nanoparticle synthesis F Mekki-Berrada, Z Ren, T Huang, WK Wong, F Zheng, J Xie, IPS Tian, ... npj Computational Materials 7 (1), 1-10, 2021 | 5 | 2021 |
| Machine learning and high-throughput robust design of P3HT-CNT composite thin films for high electrical conductivity D Bash, Y Cai, V Chellappan, SL Wong, Y Xu, P Kumar, J Da Tan, ... arXiv preprint arXiv:2011.10382, 2020 | 4 | 2020 |
| Polymer MEMS sensor for flow monitoring in biomedical device applications AGP Kottapalli, Z Shen, M Asadnia, S Tian, K Tao, J Miao, ... 2017 IEEE 30th International Conference on Micro Electro Mechanical Systems …, 2017 | 4 | 2017 |
| Bridging the gap between photovoltaics R&D and manufacturing with data-driven optimization F Oviedo, Z Ren, X Hansong, SIP Tian, K Zhang, M Layurova, ... arXiv preprint arXiv:2004.13599, 2020 | 3 | 2020 |
| Accelerating photovoltaic materials development via high-throughput experiments and machine-learning-assisted diagnosis S Sun, NTP Hartono, ZD Ren, F Oviedo, AM Buscemi, M Layurova, ... arXiv preprint arXiv:1812.01025, 2018 | 3 | 2018 |
| Multi‐Fidelity High‐Throughput Optimization of Electrical Conductivity in P3HT‐CNT Composites D Bash, Y Cai, V Chellappan, SL Wong, X Yang, P Kumar, JD Tan, ... Advanced Functional Materials, 2102606, 2021 | | 2021 |
| Rapid and Accurate Thin Film Thickness Extraction via UV-Vis and Machine Learning SIP Tian, Z Liu, V Chellappan, YF Lim, Z Ren, F Oviedo, BH Teo, J Thapa, ... 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 0128-0132, 2020 | | 2020 |
| Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networks TB Felipe Oviedo, Zekun Ren, Shijing Sun, Charlie Settens, Zhe Liu, Noor ... NeurIPS 2018, 2018 | | 2018 |
| An Invertible Crystallographic Representation for General Inverse Design of Inorganic Crystals with Targeted Properties Z Ren, SIP Tian, J Noh, F Oviedo, G Xing, Q Liang, R Zhu, A Aberle, ... General Inverse Design of Inorganic Crystals with Targeted Properties, 0 | | |
