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An understanding of the growth of the microbiota in soil is of great importance for the health of farms. This research introduces a new method, PINNs, which captures the intricate relationships between soil inhabitants and newly introduced species. PINNs are more accurate than traditional methods and, when combined with parallel computation, achieve excellent results. This approach promises to improve microbial growth predictions, leading to a deeper understanding of soil health and function.

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Solving Soil Microbiota Growth Problem by PINNs

  • 会议论文

  • 发表日期：

    2025年

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  • Salvatore Cuomo,
  • Donato Cerciello,
  • Francesco Piccialli,
  • Vincenzo Vocca

摘要

An understanding of the growth of the microbiota in soil is of great importance for the health of farms. This research introduces a new method, PINNs, which captures the intricate relationships between soil inhabitants and newly introduced species. PINNs are more accurate than traditional methods and, when combined with parallel computation, achieve excellent results. This approach promises to improve microbial growth predictions, leading to a deeper understanding of soil health and function.