Robot-accelerated perovskite investigation and discovery Z Li, MA Najeeb, L Alves, AZ Sherman, V Shekar, P Cruz Parrilla, ... Chemistry of Materials 32 (13), 5650-5663, 2020 | 167 | 2020 |
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 |
Dimensional control over metal halide perovskite crystallization guided by active learning Z Li, PW Nega, MAN Nellikkal, C Dun, M Zeller, JJ Urban, WA Saidi, ... Chemistry of Materials 34 (2), 756-767, 2022 | 20 | 2022 |
Active meta-learning for predicting and selecting perovskite crystallization experiments V Shekar, G Nicholas, MA Najeeb, M Zeile, V Yu, X Wang, D Slack, Z Li, ... The Journal of Chemical Physics 156 (6), 2022 | 17 | 2022 |
Principled exploration of bipyridine and terpyridine additives to promote methylammonium lead iodide perovskite crystallization NTP Hartono, M Ani Najeeb, Z Li, PW Nega, CA Fleming, X Sun, ... Crystal Growth & Design 22 (9), 5424-5431, 2022 | 8 | 2022 |
Serendipity based recommender system for perovskites material discovery: balancing exploration and exploitation across multiple models V Shekar, V Yu, BJ Garcia, DB Gordon, GE Moran, DM Blei, LM Roch, ... | 6 | 2022 |