Data-Driven Calibration of Multifidelity Multiscale Fracture Models Via Latent Map Gaussian Process
Author:
Affiliation:
1. University of California ACRC, Materials Science and Engineering, , Irvine, CA 92697
2. University of California Mechanical and Aerospace Engineering, , Irvine, CA 92697
Abstract
Publisher
ASME International
Subject
Computer Graphics and Computer-Aided Design,Computer Science Applications,Mechanical Engineering,Mechanics of Materials
Link
https://asmedigitalcollection.asme.org/mechanicaldesign/article-pdf/145/1/011705/6944577/md_145_1_011705.pdf
Reference28 articles.
1. Latent Map Gaussian Processes for Mixed Variable Metamodeling;Oune;Comput. Methods Appl. Mech. Eng.,2021
2. Data Fusion With Latent Map Gaussian Processes;Eweis-Labolle;ASME J. Mech. Des.,2022
3. Transformation Field Analysis of Inelastic Composite Materials;Dvorak;Proc. R. Soc. London, A,1992
4. Nonuniform Transformation Field Analysis;Michel;Int. J. Solids Struct.,2003
5. Nonuniform Transformation Field Analysis of Elastic–Viscoplastic Composites;Roussette;Compos. Sci. Technol.,2009
Cited by 7 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. A Latent Variable Approach for Non-Hierarchical Multi-Fidelity Adaptive Sampling;Computer Methods in Applied Mechanics and Engineering;2024-03
2. Accounting for Machine Learning Prediction Errors in Design;Journal of Mechanical Design;2024-01-29
3. Data-driven physics-constrained recurrent neural networks for multiscale damage modeling of metallic alloys with process-induced porosity;Computational Mechanics;2024-01-11
4. Safeguarding Multi-Fidelity Bayesian Optimization Against Large Model Form Errors and Heterogeneous Noise;Journal of Mechanical Design;2023-12-18
5. Designing Mixed-Category Stochastic Microstructures by Deep Generative Model-Based and Curvature Functional-Based Methods;Journal of Mechanical Design;2023-11-07
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