28 citations · 31 across the 4 of their papers we have counts for
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cs.LG2020★ 3 cited
Solving the functional Eigen-Problem using Neural Networks
Ido Ben-Shaul, Leah Bar, Nir Sochen
In this work, we explore the ability of NN (Neural Networks) to serve as a tool for finding eigen-pairs of ordinary differential equations. The question we aime to address is wheth…
cs.LG2019★ 28 cited
Unsupervised Deep Learning Algorithm for PDE-based Forward and Inverse Problems
Leah Bar, Nir Sochen
We propose a neural network-based algorithm for solving forward and inverse problems for partial differential equations in unsupervised fashion. The solution is approximated by a d…