Guannan He

Assistant Professor

Research Area

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

News

  • 2024.03.06: I am honored to be recognized by IISE as part of its ESD Outstanding Young Investigator Award in 2024!This award recognizes IISE Energy Systems Division members under the age of 35 for their technical contribution to energy systems.
  • 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!

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

Teaching

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