Guannan He

Assistant Professor

Research Area

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


  • 2024.01.04: Our paper(Link) on a cross-scale framework for evaluating flexibility values of electric vehicles has been published in Nature Communications!
  • 2023.09.23: Our paper(Link) on a dynamical autoencoder for battery fault detection has been published in Nature Communications!
  • 2023.09.04: Our paper (Link) on the spatiotemporal uncertainty of renewable power in China has been published in Nature Communications!


  • 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


  • 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


  • Undergraduate: Introduction to Machine Learning
  • Graduate: Carbon Neutrality and Energy Internet