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职业迁徙
个人简介
His research has been on safety critical cyber physical systems. His recent research includes: 1) Physics Model guided DNN. A physics model is a validated low-dimensional model of causality with critical properties such as provable stability. DNN is a high-dimensional model of correlations that may capture not only unmodeled dynamics in physics model but also spurious corrections in the training samples (overfitting) that leads to outputs inconsistent with physical laws. Physics Edited DNN combines the best of the physical model and DNN model; 2) Medical GPS systems to dramatically reduce preventable medical errors, which are the misapplication of complex modern medical knowledge. Preventable medical errors claim 250,000 lives per year and are the third leading cause of deaths in the USA alone.
研究兴趣
论文共 444 篇作者统计合作学者相似作者
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JOURNAL OF GUIDANCE CONTROL AND DYNAMICSno. 2 (2024): 233-246
Commun. ACMno. 2 (2024): 110-117
ARTIFICIAL INTELLIGENCE (2023): 136-141
ACM Trans. Cyber Phys. Syst.no. 1 (2023): 2:1-2:24
2023 Formal Methods in Computer-Aided Design (FMCAD)pp.306-317, (2023)
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CoRR (2023)
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Real Time Syst.no. 2 (2023): 302-343
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ACM TRANSACTIONS ON CYBER-PHYSICAL SYSTEMSno. 1 (2023): 1-25
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