Not logged inTackling 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 .png)
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SaveShare 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 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 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 Share Save 
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