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SaveTackling 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 Share Save Share Save Share Save Share Save Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin filmsTian, 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 Share Save Share Save 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 Share Save An invertible crystallographic representation for general inverse design of inorganic crystals with targeted propertiesRen, 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 Benchmarking the performance of Bayesian optimization across multiple experimental materials science domainsLiang, 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 Share Save Predicting Antimicrobial Activity of Conjugated Oligoelectrolyte Molecules via Machine LearningTiihonen, 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 Share Save Multi-Fidelity High-Throughput Optimization of Electrical Conductivity in P3HT-CNT CompositesBash, Daniil; Cai, Yongqiang; Chellappan, Vijila; Wong, Swee Liang; Yang, Xu; 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, Qianxao; Buonassisi, Tonio; Hippalgaonkar, Kedar Share Save Two-step machine learning enables optimized nanoparticle synthesisMekki-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 Share Save A data fusion approach to optimize compositional stability of halide perovskitesSun, 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 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 Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaicsRen, 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 
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