872 citations · 2.9k across the 35 of their papers we have counts for
4 papers · 1 filter
Machine Learning of consistent thermodynamic models using automatic differentiation
David Rosenberger, Kipton Barros, Timothy C. Germann +1
We propose a data-driven method to describe consistent equations of state (EOS) for arbitrary systems. Complex EOS are traditionally obtained by fitting suitable analytical express…
Computationally Efficient Multiscale Neural Networks Applied To Fluid Flow In Complex 3D Porous Media
Javier Santos, Ying Yin, Honggeun Jo +6
The permeability of complex porous materials can be obtained via direct flow simulation, which provides the most accurate results, but is very computationally expensive. In particu…
Mean-field theory of an asset exchange model with economic growth and wealth distribution
W. Klein, N. Lubbers, Kang K. L. Liu +2
We develop a mean-field theory of the growth, exchange and distribution (GED) model introduced by Kang et al. (preceding paper) that accurately describes the phase transition in th…
Simulation of a generalized asset exchange model with economic growth and wealth distribution
Kang K. L. Liu, N. Lubbers, W. Klein +3
The agent-based Yard-Sale model of wealth inequality is generalized to incorporate exponential economic growth and its distribution. The distribution of economic growth is nonunifo…