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Uncertainty quantification in molecular property prediction through spherical mixture density networks
期刊论文
Engineering Applications of Artificial Intelligence,2023, 卷号: 123
作者:
Fan, Wentao
;
Zeng, Lidan
;
Wang, Tian
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2023/09/21
Graph structure data
Mixture density network
Molecular property predictions
Uncertainty quantification
Von mises-fisher distribution
Uncertainty Quantification of Detonation with High-dimensional Parameter Uncertainty 高维参数不确定爆轰的不确定度量化
期刊论文
Binggong Xuebao/Acta Armamentarii,2020, 卷号: 41, 期号: 4, 页码: 692-701
作者:
Liang,Xiao
;
Chen,Jiangtao
;
Wang,Ruili
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/09/11
Basis pursuit
Detonation
Detonation diffraction
Non-intrusive polynomial chaos
Regression
Rosenblatt transform
Uncertainty quantification
Model calibration for detonation products: A physics-informed, time-dependent surrogate method based on machine learning
期刊论文
International Journal for Uncertainty Quantification,2020, 卷号: 10, 期号: 3, 页码: 277-296
作者:
Zhang, Juan
;
Yin, Junping
;
Wang, Ruili
;
Chen, Jie
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/09/11
Detonation product
Machine learning
Model calibration
Time-dependent surrogate model
Uncertainty quantification
Uncertainty quantification of detonation based on non-intrusive polynomial chaos 基于非嵌入多项式混沌的爆轰不确定度量化
期刊论文
Jisuan Lixue Xuebao/Chinese Journal of Computational Mechanics,2019, 卷号: 36, 期号: 5, 页码: 672-677
作者:
Liang,Xiao
;
Wang,Rui Li
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/09/11
Cylindrical test
Detonation wave
Non-intrusive polynomial chaos
Tensor product
Uncertainty quantification
An adaptive response surface methodology based on active subspaces for mixed random and interval uncertainties
期刊论文
Journal of Verification, Validation and Uncertainty Quantification,2019, 卷号: 4, 期号: 2
作者:
Hu,Xingzhi
;
Duan,Yanhui
;
Wang,Ruili
;
Liang,Xiao
;
Chen,Jiangtao
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/09/11
Adaptive response surface
Dimension reduction
Interval uncertainty
Random uncertainty
Uncertainty quantification
Uncertainty quantification of cylindrical test through Wiener chaos with basis adaptation and projection 基于自适应和投影Wiener混沌的圆筒实验不确定度量化
期刊论文
Baozha Yu Chongji/Explosion and Shock Waves,2019, 卷号: 39, 期号: 4
作者:
Liang,Xiao
;
Wang,Ruili
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/09/11
Adapted basis
Cylinder test
JWL EOS
Rosenblatt transform
Uncertainty quantification
Uncertainty Quantification of Electron EOS in Temperature-and-Density Dependent Atomic System 含温有界原子理论体系下电子状态方程不确定度的量化计算
期刊论文
Jisuan Wuli/Chinese Journal of Computational Physics,2018, 卷号: 35, 期号: 2, 页码: 138-150
作者:
Meng,Xujun
;
Wang,Ruili
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/09/11
Atomic structure
Electron EOS
Uncertainty quantification
Mixed Uncertainty Quantification of Blast Wave Problem
期刊论文
Jisuan Wuli/Chinese Journal of Computational Physics,2017, 卷号: 34, 期号: 5, 页码: 574-582
作者:
Liang,Xiao
;
Wang,Ruili
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/09/11
Dempster-Shafer structure
Mixed uncertainty quantification
Modeling and simulation
Non-intrusive polynomial chaos
Sensitivity analysis and validation of detonation computational fluid dynamics model
期刊论文
Wuli Xuebao/Acta Physica Sinica,2017, 卷号: 66, 期号: 11
作者:
Liang,Xiao
;
Wang,Rui Li
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/09/11
Detonation computational fluid dynamics model
Model validation
Sensitivity analysis
Uncertainty quantification
Quantification of aleatory uncertainty in blast wave problem
期刊论文
Gaoya Wuli Xuebao/Chinese Journal of High Pressure Physics,2016, 卷号: 30, 期号: 6, 页码: 531-536
作者:
Liang,Xiao
;
Wang,Rui Li
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/09/11
Blast wave
Modeling and simulation
Non-intrusive polynomial chaos
Shock position
Uncertainty quantification