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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Yong Pei

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Open access Aug 2026

Spatiotemporal Compositional Active Sampling for Physics-Informed Neural Networks

In comparison experiments designed for two transfer tasks and matched for main PINN training budgets, STCAS achieves the lowest aggregate mean reported error among the compared methods for both a steady convection–diffusion equation and a nonlinear time-dependent Burgers equation.

Ju-Zheng Zhang, Shi-Yang Li, Tao Zhu et al. · 0 citations

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