Author

M. H. Duong

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Preprint Sep 2026

Gradient flow approach to Landau equation: A cross-product structure

We introduce a cross-product Landau gradient that commutes with Gaussian mollification. For the hard-potential interaction kernels of the form $A(|v-v_*|)\sim \langle v-v_*\rangle^\gamma|v-v_*|^2$ with $\gamma\in(-\infty,1]$, this construction yields a variational characterisation of the gradient-flow structure of the...

M. H. Duong, Zi-Hui He · 0 citations

Preprint Aug 2026

Reputation-driven Cooperation in Lattice-based Decentralized Federated Learning through Evolutionary Game Theory

Decentralized Federated Learning (DFL) has emerged as an optimal privacy-preserving solution; however, it remains vulnerable to opportunistic behaviors due to the absence of a central coordinator. While Evolutionary Game Theory (EGT) serves as a powerful framework for analyzing such behaviors, existing studies often as...

Phuc Hoang Truong Huynh, Dung Tran Vinh, Khoa Duc Anh Lam et al. · 0 citations