Wenjie Huang

Wenjie Huang

Undergraduate @ Sichuan University | Research interests in Computational Mathematics, AI for Science, and Numerical Algorithms

Hi! I am Wenjie Huang, a senior undergraduate student majoring in Mathematics and Applied Mathematics (Top Student Program) at Sichuan University. My research interest lies in computational mathematics and numerical algorithms for plasma physics, with a specific interest in AI for Science and AI for Math. During my junior year summer, I attended a summer school at Shanghai Jiao Tong University (SJTU), where I conducted research on AI for Mathematics.

πŸ”₯ News

  • 2025.07: Β πŸŽ‰πŸŽ‰ Attended Summer School at Shanghai Jiao Tong University (SJTU)!
  • 2025.06: Β πŸŽ‰πŸŽ‰ My first paper is now available on arXiv!
  • 2024.11: Β πŸŽ‰πŸŽ‰ Won First Prize in the China Undergraduate Mathematical Contest!
  • 2024.09: Β πŸŽ‰πŸŽ‰ Awarded the National Scholarship!

πŸ“ Papers

arXiv Preprint
preview

Fourth-Order Compact Difference Schemes for the One-Dimensional Euler-Bernoulli Beam Equation with Damping Term

Wenjie Huang, Hao Wang, Shiquan Zhang, Qinyi Zhang

  • This work proposes and analyzes a high-order numerical method for the Euler-Bernoulli beam equation with damping terms, achieving fourth-order accuracy in space and second-order in time.
  • We employed a compact finite difference scheme for spatial discretization and the Crank-Nicolson method for temporal discretization.
  • Rigorous proofs for consistency, stability, and convergence are provided and verified by numerical experiments.

πŸ“ Research Experience

  • 2024.04 - Present, Lead Researcher on Numerical Methods for PDEs, Sichuan University.
    • Investigated the fretting wear in nuclear fuel assemblies, modeled by the Euler-Bernoulli beam equation.
    • Developed and implemented a fourth-order compact finite difference scheme to solve the equation, which became the basis of my first-author publication.
  • 2023.09 - 2024.09, Lead Developer on Generative AI Project, Sichuan University.
    • Leveraged Large Language Models and Diffusion Models (Stable Diffusion) to convert classical Chinese literature into sequential comic strips.
    • Focused on prompt engineering for visual continuity and fine-tuning text-to-image models, successfully deploying the platform as a WeChat Mini Program.

πŸ“Coursework

  • Major GPA: 94.05/100 (Ranking: 1/198, Top 1%)
  • Selected Courses (Out of 100 points): Probability Theory (100), Mathematical Modeling and Experiment (99), Mathematical Analysis III (98), Abstract Algebra (98), Ordinary Differential Equations (98), General Topology (98), Real Analysis (97), Complex Analysis (97), Mathematical Statistics (96), Advanced Algebra I & II (96), Partial Differential Equations (95), Functional Analysis (93).

πŸ“– Educations

  • 2022.09 - 2026.06 (Expected), B.Sc. in Mathematics and Applied Mathematics (Top Student Program), Sichuan University, China.

πŸ’» Internships

  • 2025.07 - 2025.08, Summer School, Shanghai Jiao Tong University, China.
    • Research Topic: AI for Mathematics

πŸŽ– Honors and Awards

  • National Scholarship (Top 1%)
  • National Second Prize, Mathematical Contest In Modeling
  • Provincial First Prize, China Undergraduate Mathematical Contest
  • Outstanding Student, Sichuan University (Top 10%)

  • First-Class Comprehensive Scholarship, Sichuan University (Top 2%)