Hornung, Fabian

1. Space-time deep neural network approximations for high-dimensional partial differential equations
   2020/06/03 by Fabian Hornung, Arnulf Jentzen, Hornung, Fabian +3 · 1 citation
   Engineering · Mathematics · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations #Probability (math.PR)
2. Space-time error estimates for deep neural network approximations for differential equations
   2019/08/11 by Grohs, Philipp, Hornung, Fabian, Jentzen, Arnulf +1 · 1 citation
   #65L70 #68T99 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)