Application of generative deep learning to predict temperature, flow and species distributions using simulation data of a methane combustor
Author:
Publisher
Elsevier BV
Subject
Fluid Flow and Transfer Processes,Mechanical Engineering,Condensed Matter Physics
Reference36 articles.
1. Hands-on machine learning with Scikit-Learn & Tensorflow;Geron,2017
2. Time-series forecasting of coal-fired power plant reheater metal temperatures using encoder-decoder recurrent neural networks;Laubscher;Energy,2019
3. Dynamic modeling of NO X emission in a 660 MW coal- fi red boiler with long short-term memory;Tan;Energy,2019
4. Modeling and optimization of HVAC systems using a dynamic neural network;Kusiak;Energy,2012
5. On the prediction of critical heat flux using a physics-informed machine learning-aided framework;Zhao;Appl. Therm. Eng.,2020
Cited by 22 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. PEDM: A 3D Position Encoding Diffusion Model for Industrial Cracking Furnace Scalar Field Data Generation;Industrial & Engineering Chemistry Research;2024-08-13
2. Application of Machine Learning Models in Coaxial Bioreactors: Classification and Torque Prediction;ChemEngineering;2024-04-06
3. Intelligent fire location detection approach for extrawide immersed tunnels;Expert Systems with Applications;2024-04
4. Multiscale variational autoencoder regressor for production prediction and energy saving of industrial processes;Chemical Engineering Science;2024-02
5. Optimisation of initial velocity distribution of jets for entrainment and diffusion control using deep reinforcement learning;International Journal of Heat and Mass Transfer;2024-01
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