Solving fluid flow problems using semi-supervised symbolic regression on sparse data
Author:
Affiliation:
1. Process and Energy Department, Delft University of Technology, Leeghwaterstraat 39, 2628 CB Delft, The Netherlands
Publisher
AIP Publishing
Subject
General Physics and Astronomy
Link
http://aip.scitation.org/doi/pdf/10.1063/1.5116183
Reference44 articles.
1. A new finite element formulation for computational fluid dynamics: VIII. The galerkin/least-squares method for advective-diffusive equations
2. LATTICE BOLTZMANN METHOD FOR FLUID FLOWS
3. New Directions in Computational Fluid Dynamics
Cited by 10 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. Harnessing data using symbolic regression methods for discovering novel paradigms in physics;Science China Physics, Mechanics & Astronomy;2024-04-30
2. Twofold Machine-Learning and Molecular Dynamics: A Computational Framework;Computers;2023-12-22
3. Modeling of Nonlinear SOEC Parameter System Based on Data-Driven Method;Atmosphere;2023-09-13
4. Do logarithmic terms exist in the drag coefficient of a single sphere at high Reynolds numbers?;Chemical Engineering Science;2023-01
5. A novel temperature prediction method without using energy equation based on physics-informed neural network (PINN): A case study on plate- circular/square pin-fin heat sinks;Engineering Analysis with Boundary Elements;2022-12
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