CV
Education
- Ph.D in Civil and Environmental Engineering, University of Georgia, 2021 - 2025 (expected)
- M.S. in Management, North China Electric Power University, 2018 - 2021
- B.S. in Renewable Energy Science and Engineering, North China Electric Power University, 2014 - 2018
Work experience
- Fall 2021 - : Research Assistant
- University of Georgia
- Supervisor: Jidong Yang
Publications
Leveraging large language models with chain Of Thought and prompt engineering for traffic crash severity analysis and inference
Hao Zhen, Y Shi, Y Huang, JJ Yang, N Liu. (2024). "Leveraging Large Language Models with Chain-of-Thought and Prompt Engineering for Traffic Crash Severity Analysis and Inference." arXiv preprint arXiv:2408.04652.
Eco Driving trajectory planning of a heterogeneous platoon in urban environments
Hao Zhen, S Mosharafian, JJ Yang, JM Velni. (2022). "Eco-driving Trajectory Planning of a Heterogeneous Platoon in Urban Environments." IFAC-PapersOnLine. 55(24), 161-166.
Co\ Supervised learning paradigm with conditional generative adversarial networks for sample Efficient classification
Hao Zhen, Y Shi, JJ Yang, JM Velni. (2022). "Co-supervised learning paradigm with conditional generative adversarial networks for sample-efficient classification." arXiv preprint arXiv:2212.13589.
How to improve the efficiency of global energy interconnection capital allocation? analysis from the perspective of spatial heterogeneity and driving factors
D Niu, Z Ji, W Li, Hao Zhen. (2022). "How to improve the efficiency of global energy interconnection capital allocation? Analysis from the perspective of spatial heterogeneity and driving factors." Journal of Cleaner Production. 330, 129841.
Carbon dioxide emissions, urbanization level, and industrial structure: empirical evidence from north china
Z Siqin, D Niu, M Li, Hao Zhen, X Yang. (2022). "Carbon dioxide emissions, urbanization level, and industrial structure: empirical evidence from North China." Environmental Science and Pollution Research. 29(23), 34528-34545.
A two Stage distributionally robust optimization model for p2g Cchp microgrid considering uncertainty and carbon emission
Z Siqin, DX Niu, X Wang, Hao Zhen, MY Li, J Wang. (2022). "A two-stage distributionally robust optimization model for P2G-CCHP microgrid considering uncertainty and carbon emission." Energy. 260, 124796.
Photovoltaic power forecasting based on ga improved bi Lstm in microgrid without meteorological information
Hao Zhen, D Niu, K Wang, Y Shi, Z Ji, X Xu. (2021). "Photovoltaic power forecasting based on GA improved Bi-LSTM in microgrid without meteorological information." Energy. 231, 120908.
A hybrid deep learning model and comparison for wind power forecasting considering temporal Spatial feature extraction
Hao Zhen, D Niu, M Yu, K Wang, Y Liang, X Xu. (2020). "A hybrid deep learning model and comparison for wind power forecasting considering temporal-spatial feature extraction." Sustainability. 12(22), 9490.
Wind power short Term forecasting hybrid model based on ceemd Se method
K Wang, D Niu, L Sun, Hao Zhen, J Liu, G De, X Xu. (2019). "Wind power short-term forecasting hybrid model based on CEEMD-SE method." Processes. 7(11), 843.
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Teaching
Service and leadership
- Currently signed in to 43 different slack teams