Duffing Oscillator
收藏arXiv2025-09-30 收录
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https://github.com/liouvill/SKANODE
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资源简介：
该数据集模拟了杜芬振子的数据，这是一个描述具有立方刚度非线性阻尼振子运动的非线性动力学系统。数据被划分为20秒用于训练，40秒用于测试。整个数据集的规模为60秒连续数据，其中包括训练和测试的划分。该任务旨在对非线性动力学系统的潜在状态进行建模和恢复。
This dataset contains simulated data of the Duffing oscillator, a nonlinear dynamical system describing the motion of an oscillator with cubic stiffness and nonlinear damping. The data is split into 20 seconds for training and 40 seconds for testing. The entire dataset comprises 60 seconds of continuous data, which includes the training and test splits. This task aims to model and recover the latent states of nonlinear dynamical systems.
提供机构：
Research study
