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Oct, 2023
CoDBench:对连续动力系统的数据驱动模型进行的关键评估
CoDBench: A Critical Evaluation of Data-driven Models for Continuous Dynamical Systems
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Priyanshu Burark, Karn Tiwari, Meer Mehran Rashid, Prathosh A P, N M Anoop Krishnan
TL;DR
连续动力系统建模方法研究了数据驱动模型在解决微分方程方面的表现,通过CodBench进行了四类不同模型的全面评估并揭示了神经算子对新型力学数据集的困难,为建模动力系统的加速进展和探索提供了动力学研究资源。
Abstract
continuous dynamical systems
, characterized by differential equations, are ubiquitously used to model several important problems: plasma dynamics, flow through porous media, weather forecasting, and epidemic dynamics. Recently, a wide range of
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