Large eddy simulation with flamelet progress variable approach combined with artificial neural network acceleration
Author:
Affiliation:
1. King Abdullah University of Science and Technology
2. University of Rome "La Sapienza"
Publisher
American Institute of Aeronautics and Astronautics
Reference15 articles.
1. Progress-variable approach for large-eddy simulation of non-premixed turbulent combustion
2. Deep Residual Networks for Flamelet/progress Variable Tabulation with Application to a Piloted Flame with Inhomogeneous Inlet
3. Application of deep artificial neural networks to multi-dimensional flamelet libraries and spray flames
4. Implementation of high dimensional flamelet manifolds for supersonic combustion using deep neural networks
5. Effects of turbulence on species mass fractions in methane/air jet flames
Cited by 3 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. An adaptive time-integration scheme for stiff chemistry based on computational singular perturbation and artificial neural networks;Journal of Computational Physics;2022-02
2. ChemNODE: A neural ordinary differential equations framework for efficient chemical kinetic solvers;Energy and AI;2022-01
3. Feature extraction and artificial neural networks for the on-the-fly classification of high-dimensional thermochemical spaces in adaptive-chemistry simulations;Data-Centric Engineering;2021
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