Wuxin Wang (王悟信)

Wuxin Wang (王悟信)

National University of Defense Technology

I am a Ph.D student of computer science at the College of Computer Science and Technology, National University of Defense Technology, advised by Prof. Kaijun Ren (任开军). I am now woring on AI for Earth. For example, deep learning-based data assimilation, and weather forecasting big models.

I won the Lei Jun Scholarship (雷军奖学金) of Wuhan Univerisity (School of Remote Sensing and Information Engineering, Class of 2016, Top 1) in 2019.

My research interests include spatial-temporal forecasting, data assimilation, fundation mode, l and deep learning. I have published 6 papers in top journals and conferences with total 11 citations.

🔥 News

📝 Publications

  • Wuxin Wang, Kaijun Ren, Boheng Duan, Junxing Zhu, Xiaoyong Li, Weicheng Ni, Jingze Lu, Taikang Yuan. A Four‐Dimensional Variational Constrained Neural Network‐Based Data Assimilation Method[J]. Journal of Advances in Modeling Earth Systems, 2024, 16(1): e2023MS003687. doi
  • Jingze Lu, Kaijun Ren, Taikang Yuan, Wuxin Wang. Phase-Space-Guided Deep Learning For Time Series Forecasting[C]//ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2024: 7200-7204. doi
  • Taikang Yuan, Junxing Zhu, Wuxin Wang, Jingze Lu, Xiang Wang, Xiaoyong Li, Kaijun Ren. A space-time partial differential equation based physics-guided neural network for sea surface temperature prediction[J]. Remote Sensing, 2023, 15(14): 3498. doi
  • Xingyu Chai, Jincai Li, Jun Zhao, Wuxin Wang, Xiaofeng Zhao. LGB-PHY: An evaporation duct height prediction model based on physically constrained lightGBM algorithm[J]. Remote Sensing, 2022, 14(14): 3448. doi
  • Taikang Yuan, Junxing Zhu, Kaijun Ren, Wuxin Wang, Xiang Wang, Xiaoyong Li. Neural network driven by space-time partial differential equation for predicting sea surface temperature[C]//2022 IEEE International Conference on Data Mining (ICDM). IEEE, 2022: 656-665. doi
  • Haodi Wang, Wen Chen, Peilong Yu, Wuxin Wang, Wen Zhang, Kaijun Ren. Variabilities of Strait Throughflow in the Northwest Pacific Based on HYCOM and PHY Data[C]//2021 4th International Conference on Information Communication and Signal Processing (ICICSP). IEEE, 2021: 621-626. doi

🎖 Honors and Awards

  • 2021.06 Silver Medal in Kaggle Competition ‘BirdCLEF-2021’ Top 3% (18/848).
  • 2021.03 Top 3% (74/2849) in Tianchi Competition ‘AI Earth’.
  • 2020.06 Outstanding Bachelor’s Degree Thesis of Wuhan University.
  • 2019.10 Lei Jun Scholarship, Wuhan University (School of Remote Sensing and Information Engineering, Class of 2016, Top 1).
  • 2019.08 Second Prize of China Software Cup Student Software Design Competition.
  • 2019.06 First Prize of Hubei Challenge Cup.
  • 2018.09 Second Class Scholarship, Wuhan University.
  • 2017.09 Second Class Scholarship, Wuhan University.

    📖 Educations

  • 2020.09 - (now), PhD student majored in Computer Science, National Univeristy of Defense Technology.
  • 2016.09 - 2020.06, Bachelor’s Degree majored in Sptaial Information and Digital Technology, Wuhan University.

💬 Invited Talks