Opportunities for machine learning to accelerate halide-perovskite commercialization and scale-up by Kumar, 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 by Naik, Richa Ramesh, Tiihonen, Armi, Thapa, Janak, Batali, Clio, Liu, Zhe, Sun, Shijing, Buonassisi, Tonio

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Cobalt oxide and N-doped carbon nanosheets derived from a single two-dimensional metal–organic framework precursor and their application in flexible asymmetric supercapacitors by Guan, Cao, Zhao, Wei, Hu, Yating, Lai, Zhuangchai, Li, Xin, Sun, Shijing, Zhang, Hua, Cheetham, Anthony K., Wang, John

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Variable temperature behaviour of the hybrid double perovskite MA₂KBiCl₆ by Wei, Fengxia, Wu, Yue, Sun, Shijing, Deng, Zeyu, Chew, Li Tian, Cheng, Baisong, Tan, Cheng Cheh, White, Timothy John, Cheetham, Anthony K.

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Perovskite PV-Powered RFID: Enabling Low-Cost Self-Powered IoT Sensors by Kantareddy, Sai Nithin R., Mathews, Ian, Sun, Shijing, Layurova, Mariya, Thapa, Janak, Correa-Baena, Juan-Pablo, Bhattacharyya, Rahul, Buonassisi, Anthony, Sarma, Sanjay E, Peters, Ian Marius

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Self‐Powered Sensors Enabled by Wide‐Bandgap Perovskite Indoor Photovoltaic Cells by Mathews, Ian, Kantareddy, Sai Nithin R., Sun, Shijing, Layurova, Mariya, Thapa, Janak, Correa-Baena, Juan-Pablo, Bhattacharyya, Rahul, Buonassisi, Anthony, Sarma, Sanjay E, Peters, Ian Marius

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Tailoring capping-layer composition for improved stability of mixed-halide perovskites by Hartono, Noor Titan Putri, Tremblay, Marie-Hélène, Wieghold, Sarah, Dou, Benjia, Thapa, Janak, Tiihonen, Armi, Bulovic, Vladimir, Nienhaus, Lea, Marder, Seth R, 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 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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Using automated serendipity to discover how trace water promotes and inhibits lead halide perovskite crystal formation by Nega, Philip W, Li, Zhi, Ghosh, Victor, Thapa, Janak, Sun, Shijing, Hartono, Noor Titan Putri, Nellikkal, Mansoor Ani Najeeb, Norquist, Alexander J, Buonassisi, Tonio, Chan, Emory M, Schrier, Joshua

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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 Open Combinatorial Diffraction Dataset Including Consensus Human and Machine Learning Labels with Quantified Uncertainty for Training New Machine Learning Models by Hattrick-Simpers, Jason R., DeCost, Brian, Kusne, A. G., Joress, Howie, Wong-Ng, Winnie, Kaiser, Debra L., Zakutayev, Andriy, Phillips, Caleb, Sun, Shijing, Thapa, Janak, Yu, Heshan, Takeuchi, Ichiro, Buonassisi, Tonio

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Cage Molecules Stabilize Lead Halide Perovskite Thin Films by Sun, Shijing, Liu, Ming, Thapa, Janak, Hartono, Noor Titan Putri, Zhao, Yicheng, He, Donglin, Wieghold, Sarah, Chua, Matthew, Wu, Yue, Bulović, Vladimir, Ling, Sanliang, Brabec, Christoph J., Cooper, Andrew I., Buonassisi, Tonio

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The effect of structural dimensionality on carrier mobility in lead-halide perovskites by Hartono, Noor Titan Putri, Sun, Shijing, Gélvez-Rueda, María C., Pierone, Polly J., Erodici, Matthew P., Yoo, Jason J., Wei, Fengxia, Bawendi, Moungi G, Grozema, Ferdinand C., Sher, Meng-Ju, Buonassisi, Anthony, Correa-Baena, Juan-Pablo

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Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains by Liang, Qiaohao, Gongora, Aldair E, Ren, Zekun, Tiihonen, Armi, Liu, Zhe, Sun, Shijing, Deneault, James R, Bash, Daniil, Mekki-Berrada, Flore, Khan, Saif A, Hippalgaonkar, Kedar, Maruyama, Benji, Brown, Keith A, Fisher III, John, Buonassisi, Tonio

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Predicting Antimicrobial Activity of Conjugated Oligoelectrolyte Molecules via Machine Learning by Tiihonen, Armi, Cox-Vazquez, Sarah J, Liang, Qiaohao, Ragab, Mohamed, Ren, Zekun, Hartono, Noor Titan Putri, Liu, Zhe, Sun, Shijing, Zhou, Cheng, Incandela, Nathan C, Limwongyut, Jakkarin, Moreland, Alex S, Jayavelu, Senthilnath, Bazan, Guillermo C, Buonassisi, Tonio

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Predicting Antimicrobial Activity of Conjugated Oligoelectrolyte Molecules via Machine Learning by Tiihonen, Armi, Cox-Vazquez, Sarah J., Liang, Qiaohao, Ragab, Mohamed, Ren, Zekun, Hartono, Noor Titan Putri, Liu, Zhe, Sun, Shijing, Zhou, Cheng, Incandela, Nathan C., Limwongyut, Jakkarin, Moreland, Alex S., Jayavelu, Senthilnath, Bazan, Guillermo C., 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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