| Rational design of layered oxide materials for sodium-ion batteries C Zhao(1), Q Wang(1), Z Yao(1), J Wang, B Sánchez-Lengeling, F Ding, ... Science 370 (6517), 708-711, 2020 | 922 | 2020 |
| Inverse design of nanoporous crystalline reticular materials with deep generative models Z Yao, B Sánchez-Lengeling, NS Bobbitt, BJ Bucior, SGH Kumar, ... Nature Machine Intelligence 3, 76-86, 2020 | 342 | 2020 |
| Machine learning the quantum-chemical properties of metal–organic frameworks for accelerated materials discovery AS Rosen, SM Iyer, D Ray, Z Yao, A Aspuru-Guzik, L Gagliardi, ... Matter 4 (5), 1578-1597, 2021 | 335 | 2021 |
| Data-driven strategies for accelerated materials design R Pollice(1), G dos Passos Gomes(1), M Aldeghi(1), RJ Hickman(1), ... Accounts of Chemical Research 54 (4), 849-860, 2021 | 327 | 2021 |
| Revealing High Na-Content P2-Type Layered Oxides for Advanced Sodium-Ion Cathodes C Zhao(1), Z Yao(1), Q Wang, H Li, J Wang, M Liu, S Ganapathy, Y Lu, ... Journal of the American Chemical Society, 2020 | 310 | 2020 |
| Interface chemistry of an amide electrolyte for highly reversible lithium metal batteries Q Wang, Z Yao, C Zhao, T Verhallen, DP Tabor, M Liu, F Ooms, F Kang, ... Nature communications 11 (1), 4188, 2020 | 309 | 2020 |
| On scientific understanding with artificial intelligence M Krenn, R Pollice, SY Guo, M Aldeghi, A Cervera-Lierta, P Friederich, ... Nature Reviews Physics 4 (12), 761-769, 2022 | 252 | 2022 |
| Machine learning for a sustainable energy future Z Yao, Y Lum, A Johnston, LM Mejia-Mendoza, X Zhou, Y Wen, ... Nature Reviews Materials 8 (3), 202-215, 2023 | 220 | 2023 |
| Identification schemes for metal–organic frameworks to enable rapid search and cheminformatics analysis BJ Bucior, AS Rosen, M Haranczyk, Z Yao, ME Ziebel, OK Farha, JT Hupp, ... Crystal Growth & Design 19 (11), 6682-6697, 2019 | 202 | 2019 |
| Enabling the high capacity of lithium-rich anti-fluorite lithium iron oxide by simultaneous anionic and cationic redox C Zhan(1), Z Yao(1), J Lu, L Ma, VA Maroni, L Li, E Lee, EE Alp, T Wu, ... Nature Energy 2 (12), 963, 2017 | 184 | 2017 |
| Electrochemistry of selenium with sodium and lithium: kinetics and reaction mechanism Q Li, H Liu, Z Yao, J Cheng, T Li, Y Li, C Wolverton, J Wu, VP Dravid ACS nano 10 (9), 8788-8795, 2016 | 182 | 2016 |
| Niobium-doped layered cathode material for high-power and low-temperature sodium-ion batteries Q Shi, R Qi, X Feng, J Wang, Y Li, Z Yao, X Wang, Q Li, X Lu, J Zhang, ... Nature Communications 13 (1), 3205, 2022 | 180 | 2022 |
| Intermediate phases in sodium intercalation into MoS2 nanosheets and their implications for sodium-ion batteries Q Li(1), Z Yao(1), J Wu(1), S Mitra, S Hao, TS Sahu, Y Li, C Wolverton, ... Nano Energy 38, 342-349, 2017 | 168 | 2017 |
| High entropy liquid electrolytes for lithium batteries Q Wang(1), C Zhao(1), J Wang(1), Z Yao(1), S Wang, SGH Kumar, ... Nature Communications 14 (1), 440, 2023 | 135 | 2023 |
| Direct Observation of Defect‐Aided Structural Evolution in a Nickel‐Rich Layered Cathode S Li(1), Z Yao(1), J Zheng, M Fu, J Cen, S Hwang, H Jin, A Orlov, L Gu, ... Angewandte Chemie, 2020 | 133 | 2020 |
| Theory-guided experimental design in battery materials research AYS Eng, CB Soni, Y Lum, E Khoo, Z Yao, SK Vineeth, V Kumar, J Lu, ... Science advances 8 (19), eabm2422, 2022 | 112 | 2022 |
| Self-optimized metal–organic framework electrocatalysts with structural stability and high current tolerance for water oxidation CP Wang, Y Feng, H Sun, Y Wang, J Yin, Z Yao, XH Bu, J Zhu ACS Catalysis 11 (12), 7132-7143, 2021 | 112 | 2021 |
| Ti Substitution Facilitating Oxygen Oxidation in Na2/3Mg1/3Ti1/6Mn1/2O2 Cathode C Zhao(1), Z Yao(1), J Wang, Y Lu, X Bai, A Aspuru-Guzik, L Chen, YS Hu Chem, 2019 | 103 | 2019 |
| Dynamic imaging of crystalline defects in lithium-manganese oxide electrodes during electrochemical activation to high voltage Q Li(1), Z Yao(1), E Lee, Y Xu, MM Thackeray, C Wolverton, VP Dravid, ... Nature communications 10, 2019 | 96 | 2019 |
| In Situ Atomic‐Scale Observation of Reversible Potassium Storage in Sb2S3@ Carbon Nanowire Anodes Y Cheng(1), Z Yao(1), Q Zhang, J Chen, W Ye, S Zhou, H Liu, MS Wang Advanced Functional Materials, 2005417, 2020 | 91 | 2020 |
Chris WolvertonProfessor of Materials Science and Eng., Northwestern UniversityVerified email at northwestern.edu