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20242026
most citedpETNNs: Partial Evolutionary Tensor Neural Networks for Solving Time-dependent Partial Differential Equations

4 citations · 5 across the 6 of their papers we have counts for

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math.NA2025

SPIKE: Stable Physics-Informed Kernel Evolution Method for Solving Hyperbolic Conservation Laws

Hua Su, Lei Zhang, Jin Zhao

We introduce the Stable Physics-Informed Kernel Evolution (SPIKE) method for numerical computation of inviscid hyperbolic conservation laws. SPIKE resolves a fundamental paradox: h…

math.NA2025★ 1 cited

Improved high-index saddle dynamics for finding saddle points and solution landscape

Hua Su, Haoran Wang, Lei Zhang +2

We present an improved high-index saddle dynamics (iHiSD) for finding saddle points and constructing solution landscapes, which is a crossover dynamics from gradient flow to tradit…