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虫号: 8109281
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专业: 交通工程

[交流] 新加坡国立大学NUS 交通运输方向方向全奖博士招生

新加坡国立大学 civil and environmental engineering， Dr Prateek Bansal 招收2022年秋季入学全奖博士。研究方向为 Bayesian Machine Learning, Causal Econometrics, Transport Economics。欢迎感兴趣的同学联系Dr Prateek Bansal （ceev236@nus.edu.sg, pb422@cornell.edu）。

Brief Bio: Dr Bansal received his PhD degree from Cornell University (2019), MS from The University of Texas at Austin (2015), and B.Tech. from IIT Delhi (2013). Prior to joining the National University of Singapore as an assistant professor (with the Presidential Young Professorship fellowship), Dr Bansal was Leverhulme Trust Early Career Fellow at Imperial College London. He is mainly interested in creating methodological innovations at the intersection of Bayesian Machine Learning, Econometrics, and Causal Inference to address challenging questions in travel/consumer behaviour modeling and traffic safety. Dr Bansal regularly publishes his work in top peer-reviewed journals including Transportation Research Part A, B, and C.

PhD Fellowship Detail: The PhD student would be expected to have or develop a strong background in statistics and computer programming. The student would have the freedom to choose the research topics, but they should broadly fall under the research areas described on his webpage （https://www.prateekbansal.org/）. The nature of work would be mostly methodological, but the inspiration to develop methods would be derived from real-world transport problems. Please send him an email if you need further information.

Methodological Areas: Bayesian Machine Learning, Causal Econometrics, Transport Economics
Application Areas: Traffic Safety, Travel Behaviour, Recommender Systems, and Virtual Reality
Department: Civil and Environmental Engineering
Fellowship: Tuition fee and monthly stipend (~S$2200 per month)
Application Deadline: 1 January 2022
Start date: August 2022
Application portal: https://www.eng.nus.edu.sg/graduate/grad

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