Mengxuan Chen
Scholar

Mengxuan Chen

Google Scholar ID: LqmQYbIAAAAJ
Tsinghua University
AI4Sciencemachine learningearth system model
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Citations & Impact
All-time
Citations
137
 
H-index
6
 
i10-index
5
 
Publications
17
 
Co-authors
0
 
Contact
Emailmengxuan.chen@outlook.comGitHubOpen ↗
Publications
3 items
DiT-HC: Enabling Efficient Training of Visual Generation Model DiT on HPC-oriented CPU Cluster
arXiv.org · 2026
Cited
0
Urban1960SatSeg: Unsupervised Semantic Segmentation of Mid-20$^{th}$ century Urban Landscapes with Satellite Imageries
2025
Cited
0
TianQuan-Climate: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State
2025
Cited
0
Resume (English only)
Academic Achievements
  • - Publications:
  • * NeurIPS'25 D&B track: SeasonBench-EA: A Multi-Source Benchmark for Seasonal Prediction and Numerical Model Post-Processing in East Asia (in preparation)
  • * Geophysical Research Letters: An Interpretable Weather Forecasting Model With Separately-Learned Dynamics and Physics Neural Networks (2025)
  • * Journal of Advances in Modeling Earth Systems: ResU‐Deep: Improving the Trigger Function of Deep Convection in Tropical Regions With Deep Learning (2023)
  • * arXiv preprint: Decomposing weather forecasting into advection and convection with neural networks (2024)
  • - 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
Research Experience
  • - 2024.08 - Present, Research Intern at National Supercomputing Center (Shenzhen), focusing on weather predictability and interpretability, flood season predictions
  • - 2021.03 - 2021.05, Research Intern at Pilot National Laboratory for Marine Science and Technology, optimizing NEMO ocean model on the Sunway Supercomputer
Education
  • - Ph.D. Candidate: 2021.09 - Present, Department of Earth System Science, Tsinghua University, Advisor: Prof. Haohuan Fu
  • - B. Eng: 2017.09 - 2021.08, UM-SJTU Joint Institute, Shanghai Jiao Tong University, Major: Mechanical Engineering
  • - Winter Exchange Program: 2019.01 - 2019.02, Istituto Tecnologico de Buenos Aires, Argentina
Background
  • - Research Interests: Intersection of atmospheric science and artificial intelligence
  • - Field of Study: Atmospheric Science
  • - Brief Introduction: INTJ personality type Ph.D. candidate, currently conducting research at the Department of Earth System Science, Tsinghua University.
Co-authors
0 total
Co-authors: 0 (list not available)