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  1. Article

    Open Access

    Machine learning of pair-contact process with diffusion

    The pair-contact process with diffusion (PCPD), a generalized model of the ordinary pair-contact process (PCP) without diffusion, exhibits a continuous absorbing phase transition. Unlike the PCP, whose nature ...

    Jianmin Shen, Wei Li, Shengfeng Deng, Dian Xu, Shiyang Chen in Scientific Reports (2022)

  2. Article

    Open Access

    Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models

    Once an epidemic outbreak has been effectively contained through non-pharmaceutical interventions, a safe protocol is required for the subsequent release of social distancing restrictions to prevent a disastro...

    Ruslan I. Mukhamadiarov, Shengfeng Deng, Shannon R. Serrao, Priyanka in Scientific Reports (2021)