Data driven forecasting of aperiodic motions of non-autonomous systems
Author:
Affiliation:
1. Department of Mechanical Engineering, University of Maryland, College Park, Maryland 20742, USA
Funder
National Science Foundation
Publisher
AIP Publishing
Subject
Applied Mathematics,General Physics and Astronomy,Mathematical Physics,Statistical and Nonlinear Physics
Link
https://aip.scitation.org/doi/am-pdf/10.1063/5.0045004
Reference23 articles.
1. THE SLOW INVARIANT MANIFOLD OF A CONSERVATIVE PENDULUM-OSCILLATOR SYSTEM
2. Maintenance of chaos in a computational model of a thermal pulse combustor
3. Chaos in temporarily destabilized regular systems with the slow passage effect
4. Preserving chaos: Control strategies to preserve complex dynamics with potential relevance to biological disorders
5. Chaos in Ecology: Is Mother Nature a Strange Attractor?
Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Forecasting chaotic behavior of the drill bit in real-time using a DNN model integrated with rock surface morphology;Mechanical Systems and Signal Processing;2024-12
2. Discovering differential governing equations of hysteresis dynamic systems by data-driven sparse regression method;Nonlinear Dynamics;2024-06-09
3. Parameter estimation and modeling of nonlinear dynamical systems based on Runge–Kutta physics-informed neural network;Nonlinear Dynamics;2023-10-01
4. Chaotic time series prediction of nonlinear systems based on various neural network models;Chaos, Solitons & Fractals;2023-10
5. Deep learning for centre manifold reduction and stability analysis in nonlinear systems;Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences;2022-06-20
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3