Wenzhe Sheng

Wenzhe Sheng

Undergraduate Researcher

Peking University

School of Earth and Space Sciences

I work at the intersection of AI and geophysics. My current research focuses on deep learning methods for scientific problems, especially reinforcement learning, stochastic analysis, statistical field theory, and full waveform inversion for ChangE'4 Lunar Penetrating Radar data.

2200012437@stu.pku.edu.cn GitHub

About Me

Here is Wenzhe Sheng (Volodymyr, 盛文哲). I am an undergraduate student in the School of Earth and Space Sciences at Peking University, China.

大家好，我是盛文哲，目前是北京大学地球与空间科学学院的本科生。 如果您对我的研究、学习笔记或主页内容感兴趣，欢迎通过邮件或社交媒体与我联系。

I value clarity in thinking and writing, and I use this website to keep track of research, learning notes, technical experiments, and personal reflections.

Research Interests

AI

AI

Machine learning and deep learning methods for scientific discovery and inverse problems.

GEO

Geophysics

Seismic and radar wave propagation, subsurface imaging, and planetary science.

RL

Reinforcement Learning

Sequential decision making and control in high-dimensional physical systems.

SA

Stochastic Analysis

Stochastic processes, random fields, and uncertainty quantification in geosciences.

SFT

Statistical Field Theory

Field-theoretic methods for complex systems and scalable inference.

FWI

Full Waveform Inversion

Theory and algorithms for FWI with a focus on ChangE'4 Lunar Penetrating Radar data.

News and Updates

Redesigned this homepage for a cleaner academic reading experience.

Updated personal tracking materials and site assets.

Continued organizing blogs, diary records, and learning notes.

Started using this homepage to record research, learning, and personal life.

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About this homepage

This website is built with Jekyll and GitHub Pages. I will keep updating notes, tutorials, blogs, and diary entries as a public record of my research and learning.