A Mechanics-Informed Neural Network Framework for Data-Driven Nonlinear Viscoelasticity
Author:
Affiliation:
1. Stanford University
Publisher
American Institute of Aeronautics and Astronautics
Link
https://arc.aiaa.org/doi/pdf/10.2514/6.2023-0949
Reference34 articles.
1. An empirical statistical constitutive relationship for rock joint shearing considering scale effect
2. A phenomenological constitutive model for rubberlike materials and its numerical applications
3. A phenomenological model for the viscoelastic behaviour of natural rubber
4. Microstructurally-based constitutive modelling of the skin – Linking intrinsic ageing to microstructural parameters
5. A micromechanically motivated diffusion-based transient network model and its incorporation into finite rubber viscoelasticity
Cited by 8 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. NN-EVP: A physics informed neural network-based elasto-viscoplastic framework for predictions of grain size-aware flow response;International Journal of Plasticity;2024-10
2. A thermodynamically consistent physics-informed deep learning material model for short fiber/polymer nanocomposites;Computer Methods in Applied Mechanics and Engineering;2024-07
3. Viscoelasticty with physics-augmented neural networks: model formulation and training methods without prescribed internal variables;Computational Mechanics;2024-05-06
4. Deep learning in computational mechanics: a review;Computational Mechanics;2024-01-13
5. A Thermodynamically Consistent Physics-Informed Deep Learning Material Model for Short Fiber/Polymer Nanocomposites;2024
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