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Posts

Direct Methods for Sparse Matrices: A Comprehensive Guide

12 minute read

Published:

In scientific computing and engineering applications, we frequently encounter large systems of linear equations that can be written as Ax = b. This equation represents a fundamental problem where:

portfolio

publications

Rapid Aerodynamic Design of Prop-Rotor with Optimization

Published in Chinese Journal of Turbomachinery, 2019

This paper presents a rapid aerodynamic design methodology for prop-rotors based on optimization techniques. The approach combines computational fluid dynamics (CFD) analysis with efficient optimization algorithms to achieve improved aerodynamic performance in a reduced design cycle time.

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talks

teaching

Spectral and Algebraic Graph Theory

Graduate course, Tsinghua University, Department of Computer Science and Technology, 2025

This course provides a comprehensive introduction to spectral and algebraic graph theory, focusing on the interplay between graph structure and eigenvalues of associated matrices. The course covers both theoretical foundations and practical applications in computer science and engineering.

Algorithm for Sparse Matrix

Graduate course, Tsinghua University, Department of Computer Science and Technology, 2025

This course provides a comprehensive introduction to algorithms for sparse matrices, focusing on efficient storage schemes, computational techniques, and applications in scientific computing and machine learning.