I am an (INTJ) Ph.D candidate at Department of Earth System Science, Tsinghua University. My major is atmospheric science, and I currently conduct research at the intersection of atmospheric science and artificial intelligence. I started working with Prof. Haohuan Fu in Fall 2021, prior to that, I got my Bachelor’s degree at UM-SJTU Joint Institute, Shanghai Jiao Tong University, majoring in Mechanical Engineering.

👩🏻‍🎓 Education

2021.09 - Now Ph.D Candidate in Department of Earth System Science, Tsinghua University, Beijing, China
2017.09 - 2021.08 B. Eng in Shanghai Jiao Tong University, Shanghai, China
2019.01 - 2019.02 Winter Exchange Program in Istituto Tecnologico de Buenos Aires, Buenos Aires, Argentina

👩🏻‍💻 Experience

2024.08 - Now Research Intern @ National Supercomputing Center (Shenzhen)
- Weather predictablity and interpretability, flood season predictions
2021.03 - 2021.05 Research Intern @ Pilot National Laboratory for Marine Science and Technology
- Optimization of NEMO ocean model on the Sunway Supercomputer
2020.02 - 2021.02 Research Intern @ National Supercomputing Center (Wuxi)
- Identifying deep convection with machine learning

📑 Publication

Decomposing weather forecasting into advection and convection with neural networks
- Mengxuan Chen, Ziqi Yuan, Jinxiao Zhang, Runmin Dong, Haohuan Fu
- arXiv, 2024
ResU‐Deep: Improving the Trigger Function of Deep Convection in Tropical Regions With Deep Learning
- Mengxuan Chen, Haohuan Fu, Tao Zhang, Lanning Wang
- Journal of Advances in Modeling Earth Systems, 2023

🎯 Awards

2024 Tsinghua comprehensive scholarship
2021 Outstanding graduate of Shanghai Jiao Tong University
2021 Undergraduate progress scholarship
2020 Undergraduate progress scholarship
2019 Undergraduate progress scholarship

📖 Teaching Experience

2022SU Teaching Assistant in Big Data Analytics for Global Change Studies
2021SU Teaching Assistant in VM350 Design & Manufacturing
2020FA Teaching Assistant in VM320 Fluid Mechanics