Tonio Buonassisi
Massachusetts Institute of Technology
H-index: 78
North America-United States
Top articles of Tonio Buonassisi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Strategic styles of hardware product development could accelerate commercialization in cleantech startups | PLOS Sustainability and Transformation | Erin Looney André Buscariolli Maria C Yang Geoffrey Raymond Tonio Buonassisi | 2024/3/20 |
Correction: Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films | Digital Discovery | Siyu Isaac Parker Tian Zekun Ren Selvaraj Venkataraj Yuanhang Cheng Daniil Bash | 2024 |
Flexible batch electrodialysis for low-cost solar-powered brackish water desalination | Nature Water | Wei He Anne-Claire Le Henaff Susan Amrose Tonio Buonassisi Ian Marius Peters | 2024/3/26 |
An open-source environmental chamber for materials-stability testing using an optical proxy | Digital Discovery | Rodolfo Keesey Armi Tiihonen Alexander E Siemenn Thomas W Colburn Shijing Sun | 2023 |
DeepDeg: Forecasting and explaining degradation in novel photovoltaics | Felipe Oviedo David S Hayden Thomas Heumeuller Jonas Wortmann Jose Dario Perea | 2023/3/27 | |
In pursuit of the exceptional: Research directions for machine learning in chemical and materials science | Joshua Schrier Alexander J Norquist Tonio Buonassisi Jakoah Brgoch | 2023/9/27 | |
Vision-driven Autocharacterization of Perovskite Semiconductors | arXiv preprint arXiv:2304.14408 | Alexander E Siemenn Eunice Aissi Fang Sheng Armi Tiihonen Hamide Kavak | 2023/3/16 |
Decreasing the Computing Time of Bayesian Optimization using Generalizable Memory Pruning | arXiv preprint arXiv:2309.04510 | Alexander E Siemenn Tonio Buonassisi | 2023/9/8 |
Predicting synthesizability using machine learning on databases of existing inorganic materials | ACS omega | Ruiming Zhu Siyu Isaac Parker Tian Zekun Ren Jiali Li Tonio Buonassisi | 2023/2/22 |
Autonomous experiments using active learning and AI | Zhichu Ren Zekun Ren Zhen Zhang Tonio Buonassisi Ju Li | 2023/9 | |
Materials for Fusion Energy: Key Challenges and Guiding Principles for Developing Under High Design Uncertainty | arXiv preprint arXiv:2311.12187 | David Cohen-Tanugi Myles G Stapelberg Michael P Short Sara E Ferry Dennis G Whyte | 2023/11/20 |
Reply to Comment on “Environmental Stability of Crystals: A Greedy Screening” | Chemistry of Materials | Nicholas M Twyman Aron Walsh Tonio Buonassisi | 2023/1/11 |
Fast Bayesian optimization of Needle-in-a-Haystack problems using zooming memory-based initialization (ZoMBI) | npj Computational Materials | Alexander E Siemenn Zekun Ren Qianxiao Li Tonio Buonassisi | 2023/5/26 |
Transfer learning for material parameter extraction from current-voltage characteristics of solar cells | Zhuoyi Lin Mohamed Ragab Zekun Ren Ji Wei Yoon Tonio Buonassisi | 2023/11/17 | |
Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films | Digital Discovery | Siyu Isaac Parker Tian Zekun Ren Selvaraj Venkataraj Yuanhang Cheng Daniil Bash | 2023 |
Knowledge-integrated machine learning for materials: lessons from gameplaying and robotics | Kedar Hippalgaonkar Qianxiao Li Xiaonan Wang John W Fisher III James Kirkpatrick | 2023/4 | |
Autocharacterization: Automated and Scalable Semiconductor Property Estimation from High-throughput Experiments using Computer Vision | Alexander Siemenn Eunice Aissi Fang Sheng Armi Tiihonen Hamide Kavak | 2023/10/31 | |
Machine learning with knowledge constraints for process optimization of open-air perovskite solar cell manufacturing | Joule | Zhe Liu Nicholas Rolston Austin C Flick Thomas W Colburn Zekun Ren | 2022/4/20 |
An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties | Matter | Zekun Ren Siyu Isaac Parker Tian Juhwan Noh Felipe Oviedo Guangzong Xing | 2021/12/20 |
Prototyping styles accelerate hardware development | Erin Looney Andre Buscariolli Maria Yang Geoffrey Raymond Tonio Buonassisi | 2022/7/8 |
Co-Authors
