Predicting Synthesizability using Machine Learning on Databases of Existing Inorganic Materials by Zhu, Ruiming, Tian, Siyu Isaac Parker, Ren, Zekun, Li, Jiali, Buonassisi, Tonio, Hippalgaonkar, Kedar

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Predicting synthesizability using machine learning on databases of existing inorganic materials by Zhu, Ruiming, Tian, Siyu Isaac Parker, Ren, Zekun, Li, Jiali, Buonassisi, Tonio, Hippalgaonkar, Kedar

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AI Applications through the Whole Life Cycle of Material Discovery by Li, Jiali, Lim, Kaizhuo, Yang, Haitao, Ren, Zekun, Raghavan, Shreyaa, Chen, Po-Yen, Buonassisi, Tonio, Wang, Xiaonan

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Machine learning with knowledge constraints for process optimization of open-air perovskite solar cell manufacturing by Liu, Zhe, Rolston, Nicholas, Flick, Austin C, Colburn, Thomas W, Ren, Zekun, Dauskardt, Reinhold H, Buonassisi, Tonio

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Accelerated automated screening of viscous graphene suspensions with various surfactants for optimal electrical conductivity by Bash, Daniil, Chenardy, Frederick Hubert, Ren, Zekun, Cheng, Jayce J, Buonassisi, Tonio, Oliveira, Ricardo, Kumar, Jatin N, Hippalgaonkar, Kedar

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Accelerated automated screening of viscous graphene suspensions with various surfactants for optimal electrical conductivity by Bash, Daniil, Chenardy, Frederick Hubert, Ren, Zekun, Cheng, Jayce J., Buonassisi, Tonio, Oliveira, Ricardo, Kumar, Jatin N., Hippalgaonkar, Kedar

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Ultra-thin GaAs double-junction solar cell with carbon-doped emitter by Ren, Zekun, Thway, Maung, Liu, Zhe, Wang, Yue, Ke, Cangming, Yaung, Kevin Nay, Wang, Bing, Tan, Chuan Seng, Lin, Fen, Aberle, Armin Gerhad, Buonassisi, Tonio, Peters, Ian Marius

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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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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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Two-step machine learning enables optimized nanoparticle synthesis by Mekki-Berrada, Flore, Ren, Zekun, Huang, Tan, Wong, Wai Kuan, Zheng, Fang, Xie, Jiaxun, Tian, Isaac Parker Siyu, Jayavelu, Senthilnath, Mahfoud, Zackaria, Bash, Daniil, Hippalgaonkar, Kedar, Khan, Saif, Buonassisi, Tonio, Li, Qianxiao, Wang, Xiaonan

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Two-step machine learning enables optimized nanoparticle synthesis by Mekki-Berrada, Flore, Ren, Zekun, Huang, Tan, Wong, Wai Kuan, Zheng, Fang, Xie, Jiaxun, Tian, Isaac Parker Siyu, Jayavelu, Senthilnath, Mahfoud, Zackaria, Bash, Daniil, Hippalgaonkar, Kedar, Khan, Saif, Buonassisi, Tonio, Li, Qianxiao, Wang, Xiaonan

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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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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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Multi‐Fidelity High‐Throughput Optimization of Electrical Conductivity in P3HT‐CNT Composites by Bash, Daniil, Cai, Yongqiang, Chellappan, Vijila, Wong, Swee Liang, Yang, Xu, Kumar, Pawan, Tan, Jin Da, Abutaha, Anas, Cheng, Jayce JW, Lim, Yee‐Fun, Tian, Siyu Isaac Parker, Ren, Zekun, Mekki‐Berrada, Flore, Wong, Wai Kuan, Xie, Jiaxun, Kumar, Jatin, Khan, Saif A, Li, Qianxao, Buonassisi, Tonio, Hippalgaonkar, Kedar

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Multi-fidelity high-throughput optimization of electrical conductivity in P3HT-CNT composites by Bash, Daniil, Cai, Yongqiang, Chellappan, Vijila, Wong, Swee Liang, Xu, Yang, Kumar, Pawan, Tan, Jin Da, Abutaha, Anas, Cheng, Jayce J. W., Lim, Yee‐Fun, Tian, Siyu Isaac Parker, Ren, Zekun, Mekki‐Berrada, Flore, Wong, Wai Kuan, Xie, Jiaxun, Kumar, Jatin, Khan, Saif A., Li, Qianxiao, Buonassisi, Tonio, Hippalgaonkar, Kedar

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