Reinhold Schneider

1. Numerical Solution of the Parametric Diffusion Equation by Deep Neural\n Networks
   2020/04/25 by Moritz Geist, Philipp Petersen, Geist, Moritz +7 · 5 citations
   Physics and Astronomy · #35J99 #41A25 #41A30 #65N30 #68T05 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
2. Approximating optimal feedback controllers of finite horizon control problems using hierarchical tensor formats
   2021/04/13 by Mathias Oster, Oster, Mathias, Leon Sallandt +3 · 4 citations
   Mathematics · #15A69 #49L20 #49M41 #93B52 #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Tensor decomposition and applications
3. Direct minimization for calculating invariant subspaces in density functional computations of the electronic structure
   2008/05/08 by Reinhold Schneider, Thorsten Rohwedder, Schneider, Reinhold +5 · 2 citations
   Chemical Engineering · Materials Science · Physics and Astronomy · #Advanced Chemical Physics Studies #Catalysis and Oxidation Reactions #FOS: Mathematics #Machine Learning in Materials Science #Numerical Analysis (math.NA)
4. Tensor completion in hierarchical tensor representations
   2014/04/15 by Holger Rauhut, Rauhut, Holger, Reinhold Schneider +3 · 2 citations
   Engineering · Mathematics · #15A69 #65F99 #94A20 #Advanced SAR Imaging Techniques #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
5. Adaptive stochastic Galerkin FEM for lognormal coefficients in\n hierarchical tensor representations
   2018/11/01 by Martin Eigel, Eigel, Martin, Manuel Marschall +5 · 1 citation
   Decision Sciences · Environmental Science · Physics and Astronomy · #35R60 #47B80 #60H35 #65C20 #65J10 #65N12 #65N22 #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design #Wind and Air Flow Studies
6. Approximating the Stationary Bellman Equation by Hierarchical Tensor Products
   2019/11/01 by Mathias Oster, Leon Sallandt, Oster, Mathias +3 · 1 citation
   Engineering · Physics and Astronomy · #Energy Load and Power Forecasting #Model Reduction and Neural Networks #Nuclear reactor physics and engineering