Mengji Zhang

Research experience

• Shanghai Jiao Tong University, Shanghai, China                2018.09-2022.06
  • PhD student supervised by Prof. Kun Qian
  • Data analysis of metabolomics
    

      1. Preprocessing of spectral data by feature pyramids
      2. Batch effect removal by normalization and GAN
      3. High-quality MS data reconstruction by GAN
      4. Multi-modal analysis: bi-modal of SERS and MS; bi-modal of metabolomics and proteomics
    



• Tokyo University, Tokyo, Japan                        2021.06-2022.01
  • Visiting student supervised by Prof. Tetsuya J. Kobayashi
  • Prediction of human olfactory perception by graph models
    


• Tsinghua University, Beijing, China                      2021.03-2021.09
  • Visiting student co-supervised by Prof. Jianyang Zeng and Prof. Kun Qian
  • Metabolite identification with MS/MS by language models