机译:通过ANOVA和张量-火车分解实现高维分层不确定性量化
Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA;
Analysis of variance; Integrated circuit modeling; Micromechanical devices; Polynomials; Stochastic processes; Tensile stress; Testing; Analysis of variance (ANOVA); MEMS simulation; Uncertainty quantification; analysis of variance (ANOVA); circuit simulation; generalized polynomial chaos; generalized polynomial chaos (gPC); hierarchical uncertainty quantification; high dimensionality; microelectromechanical systems (MEMS) simulation; stochastic modeling and simulation; tensor train; uncertainty quantification;
机译:使用稀疏网格上的随机配置和张量列分解的电热场问题的高维不确定性量化
机译:用于高维复杂系统不确定性量化的混合多项式维分解
机译:乘多项式维分解的高维复杂系统不确定度量化
机译:高维复杂系统不确定性量化的多项式多项式分解
机译:具有张量分解和贝叶斯方法的高维张量回归的推理和不确定性量化
机译:ANOVA分解的层次矩阵优先级交叉分类数据
机译:通过aNOVa和张量 - 火车分解实现高维层次不确定性量化