Interpretable and Explainable Machine Learning for Materials Science and Chemistry by Oviedo, Felipe, Ferres, Juan Lavista, Buonassisi, Tonio, Butler, Keith T

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Capping Layers Design Guidelines for Stable Perovskite Solar Cells via Machine Learning by 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

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Capping Layers Design Guidelines for Stable Perovskite Solar Cells via Machine Learning by Hartono, Noor Titan Putri, Thapa, Janak, Tiihonen, Armi, Oviedo, Felipe, Batali, Clio, Yoo, Jason Jungwan, Liu, Zhe, Li, Ruipeng, Marron, David Fuertes, Bawendi, Moungi G, Buonassisi, Anthony, Sun, Shijing

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Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks by Oviedo, Felipe, Ren, Zekun, Sun, Shijing, Settens, Charles, Liu, Zhe, Hartono, Noor Titan Putri, Ramasamy, Savitha, DeCost, Brian L, Tian, Siyu IP, Romano, Giuseppe, Gilad Kusne, Aaron, Buonassisi, Tonio

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How machine learning can help select capping layers to suppress perovskite degradation by Hartono, Noor Titan Putri, Thapa, Janak, Tiihonen, Armi, Oviedo, Felipe, Batali, Clio, Yoo, Jason J.(Jason Jungwan), Liu, Zhe, Li, Ruipeng, Marrón, David Fuertes, Bawendi, Moungi G, Buonassisi, Tonio, Sun, Shijing

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Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks by Oviedo, Felipe, Ren, Zekun, Sun, Shijing, Settens, Charles M, Liu, Zhe, Hartono, Noor Titan Putri, Ramasamy, Savitha, DeCost, Brian L, Tian, Siyu IP, Romano, Giuseppe, Kusne, Aaron Gilad, Buonassisi, Tonio

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An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties by Ren, Zekun, Parker Tian, Siyu Isaac, 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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An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties by Ren, Zekun, Tian, Isaac Parker Siyu, 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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Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics by Ren, Zekun, Oviedo, Felipe, Thway, Maung, Tian, Siyu IP, 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

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A data fusion approach to optimize compositional stability of halide perovskites by 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

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