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Tonio Buonassisi

swiss federal institutes of technology domain

79H-index
824Paper Count
2.6WCitation Count
Published Papers 184
Publication Date
Science acceleration and accessibility with self-driving labs
err2025-04-24
err0
errOAAI
errCanty, Richard B.; Bennett, Jeffrey A.; Brown, Keith A.; Buonassisi, Tonio; Kalinin, Sergei V.; Kitchin, John R.; Maruyama, Benji; Moore, Robert G.; Schrier, Joshua; Sun, Shijing
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Archerfish: a retrofitted 3D printer for high-throughput combinatorial experimentation via continuous printing
err2025-01-01
err0
errOAAI
errSiemenn, Alexander E.; Das, Basita; Aissi, Eunice; Sheng, Fang; Elliott, Lleyton; Hudspeth, Blake; Meyers, Marilyn; Serdy, James; Buonassisi, Tonio
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Long-term research and design strategies for fusion energy materials
errMATTER
IF17.5
err2024-12-01
err0
PREAI
errCohen-Tanugi, David; Stapelberg, Myles G.; Short, Michael P.; Ferry, Sara E.; Whyte, Dennis G.; Hartwig, Zachary S.; Buonassisi, Tonio
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Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films (vol 2, pg 1334, 2023)
err2024-01-01
err0
errOAAI
errParker Tian, Siyu Isaac; Ren, Zekun; Venkataraj, Selvaraj; Cheng, Yuanhang; Bash, Daniil; Oviedo, Felipe; Senthilnath, J.; Chellappan, Vijila; Lim, Yee-Fun; Aberle, Armin G.; Macleod, Benjamin P.; Parlane, Fraser G. L.; Berlinguette, Curtis P.; Li, Qianxiao; Buonassisi, Tonio; Liu, Zhe
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Autonomous experiments using active learning and AI
err2023-08-03
err23
PREAI
errRen, Zhichu; Ren, Zekun; Zhang, Zhen; Buonassisi, Tonio; Li, Ju
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Predicting Synthesizability using Machine Learning on Databases of Existing Inorganic Materials
err2023-02-22
err12
errOAAI
errZhu, Ruiming; Tian, Siyu Isaac Parker; Ren, Zekun; Li, Jiali; Buonassisi, Tonio; Hippalgaonkar, Kedar
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Knowledge-integrated machine learning for materials: lessons from gameplaying and robotics
err2023-01-24
err63
PREAI
errHippalgaonkar, Kedar; Li, Qianxiao; Wang, Xiaonan; Fisher III, John W.; Kirkpatrick, James; Buonassisi, Tonio
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Reply to Comment on Environmental Stability of Crystals: A Greedy Screening
err2023-01-11
err0
PREAI
errTwyman, Nicholas M.; Walsh, Aron; Buonassisi, Tonio
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Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films
err2023-01-01
err5
errOAAI
errTian, Siyu Isaac Parker; Ren, Zekun; Venkataraj, Selvaraj; Cheng, Yuanhang; Bash, Daniil; Oviedo, Felipe; Senthilnath, J.; Chellappan, Vijila; Lim, Yee-Fun; Aberle, Armin G.; Macleod, Benjamin P.; Parlane, Fraser G. L.; Berlinguette, Curtis P.; Li, Qianxiao; Buonassisi, Tonio; Liu, Zhe
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An open-source environmental chamber for materials-stability testing using an optical proxy
err2023-01-01
err28
errOAAI
errKeesey, Rodolfo; Tiihonen, Armi; Siemenn, Alexander E.; Colburn, Thomas W.; Sun, Shijing; Hartono, Noor Titan Putri; Serdy, James; Zeile, Margaret; He, Keqing; Gurtner, Cole A.; Flick, Austin C.; Batali, Clio; Encinas, Alex; Naik, Richa R.; Liu, Zhe; Oviedo, Felipe; Peters, I. Marius; Thapa, Janak; Parker Tian, Siyu Isaac; Dauskardt, Reinhold H.; Norquist, Alexander J.; Buonassisi, Tonio
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Cage Molecules Stabilize Lead Halide Perovskite Thin Films
err2022-10-26
err8
errOAAI
errSun, Shijing; Liu, Ming; Thapa, Janak; Hartono, Noor Titan Putri; Zhao, Yicheng; He, Donglin; Wieghold, Sarah; Chua, Matthew; Wu, Yue; Bulovic, Vladimir; Ling, Sanliang; Brabec, Christoph J.; Cooper, Andrew I.; Buonassisi, Tonio
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Principled Exploration of Bipyridine and Terpyridine Additives to Promote Methylammonium Lead Iodide Perovskite Crystallization
err2022-08-01
err8
PREAI
errHartono, Noor Titan Putri; Najeeb, Mansoor Ani; Li, Zhi; Nega, Philip W.; Fleming, Clare A.; Sun, Xiaohe; Chan, Emory M.; Abate, Antonio; Norquist, Alexander J.; Schrier, Joshua; Buonassisi, Tonio
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Interpretable and Explainable Machine Learning for Materials Science and Chemistry
err2022-06-03
err109
errOAAI
errOviedo, Felipe; Ferres, Juan Lavista; Buonassisi, Tonio; Butler, Keith T.
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Opportunities for machine learning to accelerate halide-perovskite commercialization and scale-up
errMATTER
IF17.5
err2022-05-01
err16
errOAAI
errKumar, Rishi E.; Tiihonen, Armi; Sun, Shijing; Fenning, David P.; Liu, Zhe; Buonassisi, Tonio
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Discovering equations that govern experimental materials stability under environmental stress using scientific machine learning
err2022-04-20
err11
errOAAI
errNaik, Richa Ramesh; Tiihonen, Armi; Thapa, Janak; Batali, Clio; Liu, Zhe; Sun, Shijing; Buonassisi, Tonio
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Machine learning with knowledge constraints for process optimization of open-air perovskite solar cell manufacturing
errJOULE
IF35.4
err2022-04-01
err91
errOAAI
errLiu, Zhe; Rolston, Nicholas; Flick, Austin C.; Colburn, Thomas W.; Ren, Zekun; Dauskardt, Reinhold H.; Buonassisi, Tonio
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Environmental Stability of Crystals: A Greedy Screening
err2022-03-02
err9
errOAAI
errTwyman, Nicholas M.; Walsh, Aron; Buonassisi, Tonio
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An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties (vol 5, pg 336, 2022)
errMATTER
IF17.5
err2022-03-01
err2
errOAAI
errRen, Zekun; Tian, Siyu Isaac Parker; Noh, Juhwan; Oviedo, Felipe; Xing, Guangzong; Li, Jiali; Liang, Qiaohao; Zhu, Ruiming; Aberle, Armin G.; Sun, Shijing; Wang, Xiaonan; Liu, Yi; Li, Qianxiao; Jayavelu, Senthilnath; Hippalgaonkar, Kedar; Jung, Yousung; Buonassisi, Tonio
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A Machine Learning and Computer Vision Approach to Rapidly Optimize Multiscale Droplet Generation
err2022-01-13
err26
errOAAI
errSiemenn, Alexander E.; Shaulsky, Evyatar; Beveridge, Matthew; Buonassisi, Tonio; Hashmi, Sara M.; Drori, Iddo
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