no code implementations • 25 Jun 2021 • Li-Ping Liu, Ruiyuan Gu, Xiaozhe Hu
Particularly this work constructs polynomial feedforward neural networks using the product activation, a new activation function constructed from multiplications.
no code implementations • 22 Dec 2020 • Nathaniel Trask, Andy Huang, Xiaozhe Hu
To enforce physics strongly, we turn to the exterior calculus framework underpinning combinatorial Hodge theory and physics-compatible discretization of partial differential equations (PDEs).
Numerical Analysis Numerical Analysis Mathematical Physics Mathematical Physics
no code implementations • 7 Mar 2020 • Lenore Cowen, Kapil Devkota, Xiaozhe Hu, James M. Murphy, Kaiyi Wu
This article develops a theory for DSD based on the multitemporal emergence of mesoscopic equilibria in the underlying diffusion process.
1 code implementation • 31 May 2019 • Ana Budiša, Xiaozhe Hu
In this paper, we are interested in an efficient numerical method for the mixed-dimensional approach to modeling single-phase flow in fractured porous media.
Numerical Analysis
no code implementations • 20 Aug 2018 • Anuththari Gamage, Brian Rappaport, Shuchin Aeron, Xiaozhe Hu
This data is well represented by multi-view graphs, which consist of several distinct sets of edges over the same nodes.