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Zikun Guo

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#artificial intelligence Dec 2025

Cluster Aggregated GAN (CAG): A Cluster-Based Hybrid Model for Appliance Pattern Generation

The proposed Cluster Aggregated GAN framework is established, a hybrid generative approach that routes each appliance to a specialized branch based on its behavioral characteristics that consistently outperforms baseline methods across metrics measuring realism, diversity, and training stability.

Zikun Guo, A. Adedigba, Rammohan Mallipeddi · 1 citation