Woven ceramic matrix composite surrogate model based on physics-informed recurrent neural network
Author:
Publisher
Elsevier BV
Subject
Civil and Structural Engineering,Ceramics and Composites
Reference65 articles.
1. Micromechanics of composite materials: a generalized multiscale analysis approach;Aboudi,2013
2. Application of artificial neural networks in micromechanics for polycrystalline metals;Ali;Int J Plast,2019
3. A unified approach to computational modeling of ceramic matrix composites under high-temperature creep, fatigue, and initial quasi-static loading;Artz;Int J Multiscale Comput Eng,2021
4. Model of the nonlinear mechanical behavior of 2D SiC–SiC chemical vapor infiltration composites;Aubard;J Am Ceram Soc,1994
5. Deep Learning Essentials: Your hands-on guide to the fundamentals of deep learning and neural network modeling;Bhardwaj,2018
Cited by 4 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. Multi deep learning-based stochastic microstructure reconstruction and high-fidelity micromechanics simulation of time-dependent ceramic matrix composite response;Composite Structures;2024-10
2. High-temperature transient-induced thermomechanical damage of fiber-reinforced ceramic-matrix composites in supersonic wind tunnel;Composites Part A: Applied Science and Manufacturing;2024-09
3. A physics-informed long short-term memory (LSTM) model for estimating ammonia emissions from dairy manure during storage;Science of The Total Environment;2024-02
4. Multiscale modeling of woven composites by deep learning neural networks and its application in design optimization;Composite Structures;2023-11
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