2D Poisson Problem with Singular Charges
收藏arXiv2025-09-30 收录
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资源简介：
该数据集包含了一个二维泊松问题，该问题通过在特定坐标上定义三个单位狄拉克-德尔塔电荷来进行描述。这一数据集被用于评估物理信息神经网络训练的效果，并且是研究不同物理信息神经网络训练技术基准测试的一部分。该数据集的任务是解决部分积分-微分方程。
This dataset encompasses a two-dimensional Poisson problem, which is formulated by defining three unit Dirac-delta charges at specific coordinate positions. This dataset is used to evaluate the training efficacy of physics-informed neural networks, and is part of the benchmarking study investigating various training techniques for physics-informed neural networks. The task of this dataset is to solve partial integro-differential equations.
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