About
Shaoheng Yan (严绍恒)
I’m now an undergraduate student of Peking University. I am currently majoring in Artificial Intelligence while pursuing a double degree in Physics, with a focus on exploring the intersection of these fields through interdisciplinary knowledge and research.
Research Interest
- Graph Machine Learning
- AI4Chemistry
- MLFF (Machine Learning Force Field)
- VLM (Vision Language Model)
- VFM (Vision Foundation Model )
Education
- Middle school, 2021-2024, at Beijing NO.4 High School.
- B.E. in Artificial Intelligence, and B.S. in Physics, 2024-Present, at Peking University YuanPei College.
Publications
- GeoRecon: Graph-Level Representation Learning for 3D Molecules via Reconstruction-Based Pretraining , Shaoheng Yan, Zian Li, Muhan Zhang. Preprint.
Ongoing Studies
This section is about what I’m learning now, whether through courses or on my own. I have NOT included the political courses, physical education courses, and some general education courses I am currently taking in the list below.
正在进行
2025-2026秋（大二上）：
- 机器学习 (With Notes)
- 强化学习
- 量子力学 A
- 近现代物理导论（一）(With Notes, but waiting for publish in TPD)
- 离散数学与结构（图灵班）(With Notes, but waiting for publish)
- 数理逻辑
- 类型论
- 抽象代数
- 随机过程
- 数据结构与算法 A
- 金融时间序列分析
- 《理想国》
- 人工智能系统实践(III)
- 泛函分析
- 优化理论与凸分析 (GTM 258: Foundations of Optimization)
- 量子场论 (The Quantum Theory of Fields (Weinberg))
已修课程
2025-2026秋（大二上）：
- 电磁学（免修）
2024-2025暑假（大一暑假）： 部分阅读以下书籍：
- GTM 258: Foundations of Optimization
- 离散数学及其应用
- 普通物理学（准备免修考试）
2024-2025春 (大一下)：
- 高等数学 (Advanced Mathematic) - A
- 概率统计 (Probability Theory and Statistics)- A
- [Withdraw]程序设计实习 (实验班) (Practice of Programming in C&C++)
- 电动力学 (Electrodynamics) - A
- 数学物理方法 (Methods of Mathematical Physics)
- 人工智能引论 (Introduction to Artificial Intelligence)
- 人工智能系统实践 (II) (Directed Research in AI System)
- [旁听]计算艺术概论 (Introduction to Computing Art)
- [旁听]艺术心理学 (Psychology of Art)
- 物理心理学 (Psychophysics)
- 实变函数论 (Real Analysis)
- 常微分方程 (ODE)
- 偏微分方程 (PDE)
2024-2025秋 (大一上)：
- 高等数学 (Advanced Mathematics) - A
- 线性代数 (Linear Algebra) - A
- 计算概论 (C++) - A
- 概率论 (Probability Theory)
- 数学分析 (Mathematical Analysis)
- 部分完成：普通心理学 (General Psychology)
- 部分完成：现代量子力学 (Modern Quantum Mechanics)
- 机器学习简论 (CS50: Introduction to Machine Learning)
高中阶段：
- 高等数学 (Advanced Mathematics)
- 简明线性代数 (A Brief Introduction to Linear Algebra)
- 解析几何 (Analytic Geometry)
- 普通物理学 (General Physics)
- 理论力学 (Theoretical Mechanics)
- 电动力学 (Electrodynamics)
- 复变函数 (Complex Analysis)
- 部分完成：微分几何入门与广义相对论 (Introduction to Differential Geometry and General Relativity) (I)
- 现代光学基础: (Fundamentals of Modern Optics)
- 普通化学原理 (Principles of General Chemistry)
- 无机化学 (Inorganic Chemistry)
- 部分完成：基础有机化学 (Fundamental Organic Chemistry)
- 地质学 (Geology)
- 大气物理学 (Atmospheric Physics)
- 部分完成：气象学 (Meteorology)
计划学习/复习的课程
- 理论力学 (Theoretical Mechanics)
- 量子力学 (Quantum Mechanics)
- 热力学与统计物理 (Thermodynamics and Statistical Physics)
- 广义相对论 (General Relativity)
- 量子场论 (Quantum Field Theory)
- 泛函分析 (Functional Analysis)
- 群论 (Group Theory)
- 抽象代数 (Abstract Algebra)
- 代数几何 (Algebraic Geometry)
- 微分流形 (Differential Manifolds)
- 黎曼几何 (Riemannian Geometry)
- 数值分析 (Numerical Analysis)
- 培养方案内的其它课程 (Other Courses in the Curriculum)
Book in Progress and Completed
- 方兴未艾——初中随笔集
- 高中随笔集
- 高考化学新讲（准备出版）
- 高考语文备考指南（准备出版）
- 高考地理备考指南
- [Ongoing]北京四中物理竞赛讲义