基本信息
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职业迁徙
个人简介
In 2019, Po-Yen received AME Young Investigator Award in 2018 and AIChE SLS Outstanding Young Principal Investigator Award. In 2020, he was named as Innovators Under 35 in Asia by MIT Technology Review and received AIChE 35 under 35 Award. In 2021, he is elected to Global Young Academy (GYA) and Fellow of Vebleo. In 2022, he received 2022 John C. Chen Young Professional Leadership Scholarship. His research focuses on the intersections of nanomaterials self-assembly, artificial intelligence, and robot–human teaming. Po-Yen’s lab aims to automate the discovery of functional materials via artificial intelligence (AI)/machine learning (ML) and flexible robotic technologies. By implementing emerging active learning frameworks with robot-aided experiments, high-accuracy prediction models are being constructed to accelerate the development of various functional materials for a wide range of applications, including soft electronics, sustainable plastic substitutes, piezoresistive aerogels, smart soft robots, etc. By further implementing data augmentation and statistical analyses, Po-Yen can uncover the elusive recipe–structure–functionality correlations using a more efficient approach based on machine learning/robotic automation.
研究兴趣
论文共 208 篇作者统计合作学者相似作者
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Nano Researchno. 2 (2024): 663-678
Tianle Chen,Zhenqian Pang,Shuaiming He,Yang Li, Snehi Shrestha,Joshua M. Little,Haochen Yang, Tsai-Chun Chung,Jiayue Sun, Hayden Christopher Whitley,I-Chi Lee,Taylor J. Woehl,
Nature Nanotechnologypp.1-10, (2024)
Catherine E. Machnicki,Eric M. Dubois, Meg Fay, Snehi Shrestha, Zachary S. S. L. Saleeba,Alex M. Hruska,Zahra Ahmed,Vikas Srivastava,Po-Yen Chen,Ian Y. Wong
NANOSCALE ADVANCESno. 22 (2023): 6078-6092
Paediatric Infectious Diseasespp.259-262, (2023)
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Frontiers in pediatrics (2023): 1180534-1180534
Tsai-Chun Chung, Ya-Hsin Hsu,Tianle Chen,Yang Li,Haochen Yang, Jin-Xiu Yu,I-Chi Lee,Ping-Shan Lai,Yi-Chen Ethan Li,Po-Yen Chen
ACS applied materials & interfacesno. 39 (2023): 46460-46469
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