| Autonomous discovery of battery electrolytes with robotic experimentation and machine learning A Dave, J Mitchell, K Kandasamy, H Wang, S Burke, B Paria, B Póczos, ... Cell Reports Physical Science 1 (12), 100264, 2020 | 102 | 2020 |
| Where is the electronic oscillator strength? Mapping oscillator strength across molecular absorption spectra L Zheng, NF Polizzi, AR Dave, A Migliore, DN Beratan The Journal of Physical Chemistry A 120 (11), 1933-1943, 2016 | 38 | 2016 |
| An autonomous electrochemical test stand for machine learning informed electrolyte optimization JF Whitacre, J Mitchell, A Dave, W Wu, S Burke, V Viswanathan Journal of The Electrochemical Society 166 (16), A4181, 2019 | 19 | 2019 |
| Autonomous optimization of non-aqueous Li-ion battery electrolytes via robotic experimentation and machine learning coupling A Dave, J Mitchell, S Burke, H Lin, J Whitacre, V Viswanathan Nature communications 13 (1), 5454, 2022 | 16* | 2022 |
| Benchmarking conductivity predictions of the advanced electrolyte model (AEM) for aqueous systems A Dave, KL Gering, JM Mitchell, J Whitacre, V Viswanathan Journal of The Electrochemical Society 167 (1), 013514, 2019 | 12 | 2019 |
| Supervised learning for distribution secondary systems modeling: Improving solar interconnection processes W Wang, J Keen, J Giraldez, K Baranko, B Lunghino, D Morris, F Bell, ... IEEE Transactions on Sustainable Energy 13 (2), 948-956, 2022 | 4 | 2022 |
| Acoustic imaging aboard the international space station (iss): Challenges and preliminary results L Bondi, G Chuang, C Ick, A Dave, C Shelton, B Coltin, T Smith, S Das ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 2 | 2022 |
| AutoMat: Automated materials discovery for electrochemical systems E Annevelink, R Kurchin, E Muckley, L Kavalsky, VI Hegde, V Sulzer, ... MRS Bulletin, 1-9, 2022 | 1 | 2022 |
| Advancements in Engineering and Management (ICRAEM-2020) 9th-10th, October, 2020 A Dave, KL Gering, JM Mitchell Management (ICRAEM-2020) 9, 10th, 2020 | | 2020 |
| Autonomous Electrolyte Discovery for Batteries with Experimentally Informed Bayesian Optimization A Dave, J Mitchell, K Kandasamy, S Burke, B Paria, B Poczos, ... Electrochemical Society Meeting Abstracts 237, 527-527, 2020 | | 2020 |
| Automated Design and Discovery of Liquid Electrolytes for Lithium-Ion Batteries AR Dave Carnegie Mellon University, 0 | | |
Venkatasubramanian ViswanathanAssociate Professor, Carnegie Mellon UniversityVerified email at cmu.edu
