1 citations · 1 across the 2 of their papers we have counts for
Showing physics.comp-phShow all
2 papers · 1 filter
physics.comp-ph2020
Improving neural network predictions of material properties with limited data using transfer learning
Schuyler Krawczuk, Daniele Venturi
We develop new transfer learning algorithms to accelerate prediction of material properties from ab initio simulations based on density functional theory (DFT). Transfer learning h…
physics.comp-ph2019
Tensor methods for the Boltzmann-BGK equation
Arnout Boelens, Daniele Venturi, Daniel Tartakovsky
We present a tensor-decomposition method to solve the Boltzmann transport equation (BTE) in the Bhatnagar-Gross-Krook approximation. The method represents the six-dimensional BTE a…