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May, 2023
Newton-Cotes 图神经网络：关于动态系统时间演化的研究
Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems
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Lingbing Guo, Weiqing Wang, Zhuo Chen, Ningyu Zhang, Zequn Sun...
TL;DR
本篇研究提出了一种新的预测集成技术来应用于基于图神经网络的科学研究中，该技术基于牛顿-科茨公式的几个速度估计，并在多个基准测试中取得了显著改进。
Abstract
reasoning system dynamics
is one of the most important analytical approaches for many scientific studies. With the initial state of a system as input, the recent
graph neural networks
(GNNs)-based methods are cap
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