Hermann G. Matthies

1. Polynomial Chaos Expansion of random coefficients and the solution of\n stochastic partial differential equations in the Tensor Train format
   2015/03/11 by Sergey Dolgov, Boris N. Khoromskij, Dolgov, Sergey +5 · 4 citations
   Decision Sciences · Environmental Science · Mathematics · Physics and Astronomy · #15A69 #60H15 #60H35 #65C30 #65F10 #FOS: Mathematics #Hydrology and Drought Analysis #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design #Tensor decomposition and applications #Wind and Air Flow Studies
2. Stochastic Modelling of Symmetric Positive Definite Material Tensors
   2021/09/16 by Sharana Kumar Shivanand, Shivanand, Sharana Kumar, Bojana Rosić +3 · 3 citations
   Decision Sciences · Environmental Science · Mathematics · #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design #Soil Geostatistics and Mapping #Tensor decomposition and applications #and Science (cs.CE)
3. Pivoted Cholesky decomposition by Cross Approximation for efficient solution of kernel systems
   2015/05/21 by Dishi Liu, Hermann G. Matthies, Liu, Dishi +1 · 1 citation
   Computer Science · Physics and Astronomy · #Electromagnetic Scattering and Analysis #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Scientific Research and Discoveries
4. Machine learning-based conditional mean filter: a generalization of the ensemble Kalman filter for nonlinear data assimilation
   2021/06/15 by Truong‐Vinh Hoang, Hoang, Truong-Vinh, Sebastian Krumscheid +5 · 1 citation
   Earth and Planetary Sciences · Environmental Science · #62M20 #62M45 #65C20 #86-08 #Climate variability and models #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Hydrology and Drought Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations #Numerical Analysis (math.NA)