| 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 | 278 | 2019 |
| How machine learning can help select capping layers to suppress perovskite degradation NTP Hartono, J Thapa, A Tiihonen, F Oviedo, C Batali, JJ Yoo, Z Liu, R Li, ... Nature communications 11 (1), 4172, 2020 | 147 | 2020 |
| A data fusion approach to optimize compositional stability of halide perovskites S Sun, A Tiihonen, F Oviedo, Z Liu, J Thapa, Y Zhao, NTP Hartono, ... Matter 4 (4), 1305-1322, 2021 | 128 | 2021 |
| Self‐powered sensors enabled by wide‐bandgap perovskite indoor photovoltaic cells I Mathews, SNR Kantareddy, S Sun, M Layurova, J Thapa, ... Advanced Functional Materials 29 (42), 1904072, 2019 | 119 | 2019 |
| Perovskite PV-powered RFID: Enabling low-cost self-powered IoT sensors SNR Kantareddy, I Mathews, S Sun, M Layurova, J Thapa, ... IEEE Sensors Journal 20 (1), 471-478, 2019 | 74 | 2019 |
| Direct observation of spatially heterogeneous single-layer graphene oxide reduction kinetics MP McDonald, A Eltom, F Vietmeyer, J Thapa, YV Morozov, DA Sokolov, ... Nano letters 13 (12), 5777-5784, 2013 | 54 | 2013 |
| Halide heterogeneity affects local charge carrier dynamics in mixed-ion lead perovskite thin films S Wieghold, J Tresback, JP Correa-Baena, NTP Hartono, S Sun, Z Liu, ... Chemistry of Materials 31 (10), 3712-3721, 2019 | 38 | 2019 |
| Using automated serendipity to discover how trace water promotes and inhibits lead halide perovskite crystal formation PW Nega, Z Li, V Ghosh, J Thapa, S Sun, NTP Hartono, MAN Nellikkal, ... Applied Physics Letters 119 (4), 2021 | 21 | 2021 |
| Discovering equations that govern experimental materials stability under environmental stress using scientific machine learning RR Naik, A Tiihonen, J Thapa, C Batali, Z Liu, S Sun, T Buonassisi npj Computational Materials 8 (1), 72, 2022 | 18 | 2022 |
| An open-source environmental chamber for materials-stability testing using an optical proxy R Keesey, A Tiihonen, AE Siemenn, TW Colburn, S Sun, NTP Hartono, ... Digital Discovery 2 (2), 422-440, 2023 | 13 | 2023 |
| An open combinatorial diffraction dataset including consensus human and machine learning labels with quantified uncertainty for training new machine learning models JR Hattrick-Simpers, B DeCost, AG Kusne, H Joress, W Wong-Ng, ... Integrating Materials and Manufacturing Innovation 10 (2), 311-318, 2021 | 11 | 2021 |
| Cage molecules stabilize lead halide perovskite thin films S Sun, M Liu, J Thapa, NTP Hartono, Y Zhao, D He, S Wieghold, M Chua, ... Chemistry of Materials 34 (21), 9384-9391, 2022 | 9 | 2022 |
| Accelerated Development of Perovskite-Inspired Materials via High-Throughput Synthesis and Machine-Learning Diagnosis. Joule 3, 1437-1451 S Sun, NTP Hartono, ZD Ren, F Oviedo, AM Buscemi, M Layurova, ... | 9 | 2019 |
| A Data Fusion Approach to Optimize Compositional Stability of Halide Perovskites. Matter 2021, 4 (4), 1305–1322 S Sun, A Tiihonen, F Oviedo, Z Liu, J Thapa, Y Zhao, NTP Hartono, ... | 9 | |
| Tailoring capping-layer composition for improved stability of mixed-halide perovskites NTP Hartono, MH Tremblay, S Wieghold, B Dou, J Thapa, A Tiihonen, ... Journal of Materials Chemistry A 10 (6), 2957-2965, 2022 | 8 | 2022 |
| 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 | 8 | 2018 |
| 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 | 6 | 2020 |
| Discovering the underlying equations governing perovskite solar-cell degradation using scientific machine learning RR Naik, A Tiihonen, J Thapa, C Batali, S Sun, Z Liu, T Buonassisi | 3 | 2020 |
| Capping Layers Design Guidelines for Stable Perovskite Solar Cells via Machine Learning NTP Hartono, J Thapa, A Tiihonen, F Oviedo, C Batali, JJ Yoo, Z Liu, R Li, ... 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 0693-0695, 2020 | 2 | 2020 |
| Understanding the interplay between the crystal structure and charge transport in alloyed lead-free perovskites AG Boldyreva, S Sun, PJ Pierone, F Talalaev, J Thapa, NTP Hartono, ... Sustainable Energy & Fuels 5 (21), 5454-5460, 2021 | 1 | 2021 |
