Not logged in Benchmarking robustness of automated CT pancreas segmentation: achieving human-level reliability through human-in-the-loop optimization Oviedo, Felipe; Lopez-ramirez, Felipe; Tixier, Florent; Kawamoto, Satomi; Blanco, Alejandra; Dodhia, Rahul; Hruban, Ralph H.; Weeks, William B.; Lavista Ferres, Juan M.; Fishman, Elliot K.; Chu, Linda C. Share Save
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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) Parker 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 Share Save
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Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films Tian, 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 Share Save
An open-source environmental chamber for materials-stability testing using an optical proxy Keesey, 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 Share Save
Frontiers in nonviral delivery of small molecule and genetic drugs, driven by polymer chemistry and machine learning for materials informatics Ting, Jeffrey M.; Tamayo-Mendoza, Teresa; Petersen, Shannon R.; Van Reet, Jared; Ahmed, Usman Ali; Snell, Nathaniel J.; Fisher, John D.; Stern, Mitchell; Oviedo, Felipe Share Save
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An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties (vol 5, pg 336, 2022) Ren, 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 Share Save
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An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties Ren, 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 Share Save
A data fusion approach to optimize compositional stability of halide perovskites Sun, Shijing; Tiihonen, Armi; Oviedo, Felipe; Liu, Zhe; Thapa, Janak; Zhao, Yicheng; Hartono, Noor Titan P.; Goyal, Anuj; Heumueller, Thomas; Batali, Clio; Encinas, Alex; Yoo, Jason J.; Li, Ruipeng; Ren, Zekun; Peters, I. Marius; Brabec, Christoph J.; Bawendi, Moungi G.; Stevanovic, Vladan; Fisher, John; Buonassisi, Tonio Share Save
How machine learning can help select capping layers to suppress perovskite degradation (vol 11, 4172, 2020) Hartono, Noor Titan Putri; Thapa, Janak; Tiihonen, Armi; Oviedo, Felipe; Batali, Clio; Yoo, Jason J.; Liu, Zhe; Li, Ruipeng; Marron, David Fuertes; Bawendi, Moungi G.; Buonassisi, Tonio; Sun, Shijing Share Save
How machine learning can help select capping layers to suppress perovskite degradation Hartono, Noor Titan Putri; Thapa, Janak; Tiihonen, Armi; Oviedo, Felipe; Batali, Clio; Yoo, Jason J.; Liu, Zhe; Li, Ruipeng; Fuertes Marron, David; Bawendi, Moungi G.; Buonassisi, Tonio; Sun, Shijing Share Save
Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics (vol 6, 86, 2020) Ren, Zekun; Oviedo, Felipe; Thway, Maung; Tian, Siyu I. P.; Wang, Yue; Xue, Hansong; Perea, Jose Dario; Layurova, Mariya; Heumueller, Thomas; Birgersson, Erik; Aberle, Armin G.; Brabec, Christoph J.; Stangl, Rolf; Li, Qianxiao; Sun, Shijing; Lin, Fen; Peters, Ian Marius; Buonassisi, Tonio Share Save
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Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics Ren, Zekun; Oviedo, Felipe; Thway, Maung; Tian, Siyu I. P.; Wang, Yue; Xue, Hansong; Dario Perea, Jose; Layurova, Mariya; Heumueller, Thomas; Birgersson, Erik; Aberle, Armin G.; Brabec, Christoph J.; Stangl, Rolf; Li, Qianxiao; Sun, Shijing; Lin, Fen; Peters, Ian Marius; Buonassisi, Tonio Share Save
Accelerated Development of Perovskite-Inspired Materials via High-Throughput Synthesis and Machine-Diagnosis Sun, Shijing; Hartono, Noor T. P.; Ren, Zekun D.; Oviedo, Felipe; Buscemi, Antonio M.; Layurova, Mariya; Chen, De Xin; Ogunfunmi, Tofunmi; Thapa, Janak; Ramasamy, Savitha; Settens, Charles; DeCost, Brian L.; Kusne, Aaron G.; Liu, Zhe; Tian, Siyu I. P.; Peters, Ian Marius; Correa-Baena, Juan-Pablo; Buonassisi, Tonio Share Save
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks Oviedo, Felipe; Ren, Zekun; Sun, Shijing; Settens, Charles; Liu, Zhe; Hartono, Noor Titan Putri; Ramasamy, Savitha; DeCost, Brian L.; Tian, Siyu I. P.; Romano, Giuseppe; Kusne, Aaron Gilad; Buonassisi, Tonio Share Save
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