climt-paraformer: Stable Emulation of Convective Parameterization using a Temporal Memory-aware Transformer
climt-paraformer:基于时间记忆的Transformer用于对流参数化的稳定模拟
机构 * Sustainability and Data Sciences Laboratory, Northeastern University(可持续性与数据科学实验室,东北大学) ; Microsoft(微软) ; Indian Institute of Science Education and Research Pune(印度科学教育与研究中心普纳分校) ; AI for Climate and Sustainability, The Institute for Experiential AI, Northeastern University(气候与可持续性人工智能,体验式人工智能研究所,东北大学)
AI总结 本文提出一种基于时间记忆的Transformer模型,用于对流参数化模拟,通过捕捉时间相关性和非线性交互,提高了气候模型的稳定性与精度。