Computational Mathematics | AI for PDEs
Bingcheng Hu Academic Homepage
Master student in Computational Mathematics at Shanghai Normal University, with research interests in neural methods for PDEs.
About
Biography
I am currently a master student at Shanghai Normal University majoring in computational mathematics under the mentorship of Prof. Zhaoxiang Li. I was also an intern student at MATH+ML+X Lab under the mentorship of Prof. Angelica I. Aviles-Rivero.
My work lies in computational methods for PDEs, scientific machine learning, spectral methods, and optimal transport. I am especially interested in physics-informed machine learning methods.
My Email: 1000534759@smail.shnu.edu.cn or hubingcheng1215@foxmail.com
If you share similar research interests, feel free to contact me by email.
Timeline
Education and Internships
Bachelor's Degree in Electronic Engineering
College of Information, Mechanical, and Electrical Engineering
Research
Publications
(#) represents co-first authorship, (*) represents corresponding author.
TensorSpectra: Bridging the Spectral and Tensor Worlds for High-Dimensional PDEs
Bingcheng Hu, Tianchi Yu, Zhaoxiang Li*, Ivan Oseledets
preprint arXiv: 2610.38087
arXivPhysics-Informed Neural Plasticity: PDE Solvers That Reshape Themselves
Chun-Wun Cheng#, Bingcheng Hu#, Angelica I. Aviles-Rivero*
preprint arXiv: 2610.09510
arXivCARE-SAV: A Conditioning-Aware Random-Feature Framework for Energy-Stable Simulation of Gradient Flows
Bingcheng Hu, Zhaoxiang Li*
preprint arXiv: 2608.25300
arXivC-PINN: A neural network framework based on the Cordes condition for solving linear and fully nonlinear equations in non-divergence form and its applications
Bingcheng Hu, Lixiang Jin, Zhaoxiang Li*
preprint arXiv: 2604.25606
arXivTalks and Conferences
Activity
Selected
Honors and Awards
2026, China National Scholarship for Graduate Students.
2026, First-Class Graduate Academic Scholarship.
2026, Outstanding Graduate, Shanghai Normal University.
2024, The 14th National College Student Market Research and Analysis Competition,First Prize in Shanghai.
2024, The 14th National Undergraduate E-Commerce Innovation, Creativity and Entrepreneurship Challenge, First Prize in Shanghai.
2024, The 2024 National Undergraduate Mathematical Modeling Contest, Third Prize in Shanghai.
2023, ASIA-PACIFIC Mathematical Contest in Modeling, Third Prize.
2024, The 2024 Shanghai Undergraduate Computer Application Skills Competition, Merit Award in Shanghai.
2024, China International College Students' Innovation Competition, Third Prize at SHNU.
2023 & 2025, Third-Class Undergraduate Academic Scholarship.