基于分子动理论的湍流多尺度粒子模拟与数据驱动建模

92052104
2020
A0901.湍流与流动稳定性
张俊
重大研究计划
教授
北京航空航天大学
100万元
均匀各向同性湍流;湍流模拟方法;可压缩湍流;拉格朗日湍流
2021-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Data-driven reduced order modeling for parametrized time-dependent flow problems 期刊论文 Zhengxiao Ma;Jian Yu;Ruoye Xiao
2 Non-intrusive reduced order modeling for flowfield reconstruction based on residual neural network 期刊论文 Ma Wenjun;Zhang Jun;Yu Jian
3 Using gene expression programming to discover macroscopic governing equations hidden in the data of molecular simulations 期刊论文 Haoyun Xing;Jun Zhang;Wenjun Ma;Dongsheng Wen
4 SPARTACUS: An open-source unified stochastic particle solver for the simulation of multiscale nonequilibrium gas flows 期刊论文 Feng Kaikai;Tian Peng;Zhang Jun;Fei Fei;Wen Dongsheng
5 Effect of thermal fluctuations on homogeneous compressible turbulence 期刊论文 Qihan Ma;Chunxin Yang;Song Chen;Kaikai Feng;Jun Zhang
6 A multiscale volume of fluid method with self-consistent boundary conditions derived from molecular dynamics 期刊论文 Liu Hanyi;Zhang Jun;Capobianchi Paolo;Borg Matthew K.;Zhang Yonghao;Wen Dongsheng
7 A theoretical framework of information preservation method and its application to low-speed nonequilibrium gas flows 期刊论文 Yang Hao;Zhang Jun
8 Simulation of rarefied gas flows using physics-informed neural network combined with discrete velocity method 期刊论文 Zhang Linying;Ma Wenjun;Lou Qin;Zhang Jun
9 An efficient algorithm of the unified stochastic particle Bhatnagar-Gross-Krook method for the simulation of multi-scale gas flows 期刊论文 Fei Fei;Ma Yang;Wu Jie;Zhang Jun
10 Molecular simulation of Rayleigh-Brillouin scattering in binary gas mixtures and extraction of the rotational relaxation numbers 期刊论文 Ma Qihan;Yang Chunxin;Bruno Domenico;Zhang Jun
11 Extension of the Shakhov Bhatnagar-Gross-Krook model for nonequilibrium gas flows 期刊论文 Siqi Yao;Fei Fei;Peng Luan;Eunji Jun;Jun Zhang
12 Unified stochastic particle simulation of polyatomic gas flows using SPARTACUS 期刊论文 Tian Peng;Feng Kaikai;Ma Qihan;Li Zhihui;Zhang Jun
13 A modified Cercignani–Lampis model with independent momentum and thermal accommodation coefficients for gas molecules scattering on surfaces 期刊论文 Junchao Deng;Jun Zhang;Tengfei Liang;Jin Zhao;Zhihui Li;Dongsheng Wen
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