| 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 | 135 | 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 | 126 | 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), 1-9, 2020 | 51 | 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 | 45 | 2021 |
| An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties Z Ren, SIP Tian, J Noh, F Oviedo, G Xing, J Li, Q Liang, R Zhu, AG Aberle, ... Matter 5 (1), 314-335, 2022 | 34* | 2022 |
| 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, J Dario Perea, ... npj Computational Materials 6 (1), 1-9, 2020 | 28* | 2020 |
| Developing a robust recombination contact to realize monolithic perovskite tandems with industrially common p-type silicon solar cells RLZ Hoye, KA Bush, F Oviedo, SE Sofia, M Thway, X Li, Z Liu, J Jean, ... IEEE Journal of Photovoltaics 8 (4), 1023-1028, 2018 | 21 | 2018 |
| Ohmic shunts in two-terminal dual-junction solar cells with current mismatch F Oviedo, Z Liu, Z Ren, M Thway, T Buonassisi, IM Peters Japanese Journal of Applied Physics 56 (8S2), 08MA05, 2017 | 9 | 2017 |
| Residual stress in high-velocity impact coatings: parametric finite element analysis approach F Oviedo, A Valarezo Journal of Thermal Spray Technology 29 (6), 1268-1288, 2020 | 8 | 2020 |
| Combinatorial polycation synthesis and causal machine learning reveal divergent polymer design rules for effective pDNA and ribonucleoprotein delivery R Kumar, N Le, F Oviedo, ME Brown, TM Reineke JACS Au 2 (2), 428-442, 2022 | 5 | 2022 |
| Becoming Good at AI for Good M Kshirsagar, C Robinson, S Yang, S Gholami, I Klyuzhin, S Mukherjee, ... Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 664-673, 2021 | 5 | 2021 |
| 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, ... | 5 | 2019 |
| 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 | 4 | 2020 |
| 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 | 3 | 2020 |
| Interpretable and explainable machine learning for materials science and chemistry F Oviedo, JL Ferres, T Buonassisi, KT Butler Accounts of Materials Research 3 (6), 597-607, 2022 | 2 | 2022 |
| Detecting microcracks in photovoltaics silicon wafers using varitional autoencoder Z Liu, F Oviedo, EM Sachs, T Buonassisi 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 0139-0142, 2020 | 2 | 2020 |
| Accelerated Development of Photovoltaics by Physics-Informed Machine Learning JFO Perhavec Massachusetts Institute of Technology, Department of Mechanical Engineering, 2020 | 1 | 2020 |
| Machine Learning in Materials Science KT Butler, F Oviedo, P Canepa American Chemical Society, 2022 | | 2022 |
| Transfer Learning for Rapid Extraction of Thickness from Optical Spectra of Semiconductor Thin Films SI Parker Tian, Z Ren, S Venkataraj, Y Cheng, D Bash, F Oviedo, ... arXiv e-prints, arXiv: 2207.02209, 2022 | | 2022 |
| BankNote-Net: Open dataset for assistive universal currency recognition F Oviedo, S Vinnakota, E Seleznev, H Malhotra, S Shaikh, JL Ferres arXiv preprint arXiv:2204.03738, 2022 | | 2022 |
Tonio BuonassisiMassachusetts Institute of TechnologyVerified email at mit.edu
