Qiang Liu
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  • Introduction of Fourier Spectral Method

    A concise introduction to the Fourier spectral method for solving PDEs, including the basic idea of the spectral method, how to calculate linear and nonlinear terms in the spectral space, time integration methods, and the aliasing error caused by discretization.

    24 min read   ·   May 08, 2025

    2025   ·   NumericalMethods   ·   technical-blog

  • Backtracking algorithms.

    Backtracking is a systematic way to explore every possible solution to a problem while abandoning unpromising paths as early as possible. This article builds an intuitive understanding of backtracking algorithms.

    10 min read   ·   April 20, 2025

    2025   ·   Algorithms   ·   technical-blog

  • Binary Tree Traversal

    From depth-first traversal to level-order traversal, we will discuss four common types of binary tree traversal methods.

    13 min read   ·   March 18, 2025

    2025   ·   Algorithms   ·   technical-blog

  • Towards Conflict-free training [ICLR 2025 Spotlight]

    A brief introduction on Conflict-free Inverse Gradients Method

    6 min read   ·   February 17, 2025

    2025   ·   Papers   ·   paper-blog

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