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Guannan He

Assistant Professor

Tel: 010-82524866

Email: gnhe at pku dot edu dot cn

Office: Room 1004, Wangkezhen Building, 5 Yiheyuan Road, Haidian District, Beijing

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Appointments


  • 2021/09-now
  • Assistant Professor Department of Industrial Engineering and Management, College of Engineering, Peking University
  • 2019/09-2021/08
  • Postdoctoral Associate Massachusetts Institute of Technology

    Education


  • 2016-2019
  • PhD - Engineering and Public Policy, Carnegie Mellon University
  • 2014-2016
  • Master - Electrical Engineering, Tsinghua University
  • 2010-2014
  • Bachelor of Science - Electrical Engineering, Economics (2nd degree), Tsinghua University

    Research Area


  • Methods: Optimization, Data Science, Control, Policy Analysis
  • Applications: Energy and Transportation Systems, Hydrogen, Battery
  • Teaching


  • Undergraduate: Introduction to Machine Learning - As a novel and emerging approach for engineering science and technology, machine learning is expected to play an important role for future studies. In this course, we shall focus on the intrinsic logic of machine learning, and introduce that to senior college students with solid mathematics training. More specifically, we shall discuss linear regression, probabilistic modelling, clustering, statistical learning, and neural networks. The goal is to let the students conceive and comprehend the fundamental concepts, methodologies and application targets.
  • Postgraduate Course: Carbon Neutrality and Energy Internet