CV
Education
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- Doctor of Science, Department of Computational Biology & Medical Science, The University of Tokyo, Oct.2021-Sep.2024
- Visiting Scholar, Department of Chemistry, Carnegie Mellon University, Sep.2023-Nov.2023
- Master of Engineering, Department of Mechanical Engineering, The University of Tokyo, Sep.2019-Sep.2021
- Bachelor of Engineering, Department of Mechanical Engineering, Shandong University, Sep.2015-Jun.2019
Work experience
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- Preferred Networks: Part-time Employee, Dec.2023-Sep.2024
- Complete the research on designing equivariant nerual networks for materials propery prediction.
- The study will be an example for customers about usage of Matlantis on material discovery application.
- Preferred Networks: Research Internship, Aug.2023-Sep.2023
- R&D on material discovery algorithms using Neural Network Potential (NNP) in Matlantis Group.
- Design equivariant neural networks for material property prediction. Initial results showed our model outperforms the current state-of-the-art models. More validation is going to be conducted to prepare an academic paper.
- RIKEN Center for Advanced Intelligence Project (AIP): Student Trainee, Oct.2021-Oct.2022
- Design liquid electret materials for stretchable energy harvesters based on machine learning.
- Validate the designed promising candidate materials with quantum chemistry computation and experiments.
Honors & Awards
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- SPRING-GX Program Program Fellowship (~3%), Apr. 2024 - Sep. 2024 at The University of Tokyo
- Designing Future Society (DFS) Fellowship (~1%), Sep. 2021 – Sep. 2024 at The University of Tokyo
- World-leading Innovation Graduate Study Program, Co-design Future Society (WINGS-CFS) (~3%), Apr. 2021 – Sep. 2024 at The University of Tokyo
- Japanese Government MEXT Scholarship (~1%), Sep. 2019 - Sep. 2021 at The University of Tokyo
- Shandong University Excellent Graduate in 2019 (~5%), Jun. 2019 at Shandong University
Skills
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- Programming: Experienced: Python, Bash; Familiar: Java, C/C++
- Frameworks & Libraries: PyTorch, Tensorflow, Gym, Jupyter, Matplotplib, Numpy, Pandas, Scikit-learn
- Cheminformatics: RDKit, OpenBabel, ASE, PyMatgen, Gaussian, VASP, GROMACS
- Mechanical Engineering: SolidWorks, Keyshot, AutoCAD
- Languages: Native: Chinese; Fluent: English (IELTS: 7.0; GRE: 321); Fundamental: Japanese
Publications
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