1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Neural Networks with Local Converging Inputs for Efficient Options Pricing Models
Harris Cobb, Wenbo Hao, Yingjie Liu
We present a novel application of Neural Networks with Local Converging Inputs (NNLCI) to improve the efficiency of existing numerical methods for pricing multi-asset options. The…
physics.bio-ph2024
A PNP ion channel deep learning solver with local neural network and finite element input data
Hwi Lee, Zhen Chao, Harris Cobb +2
In this paper, a deep learning method for solving an improved one-dimensional Poisson-Nernst-Planck ion channel (PNPic) model, called the PNPic deep learning solver, is presented.…
math.NA2023★ 1 cited
Solving Maxwell's Equation in 2D with Neural Networks with Local Converging Inputs
Harris Cobb, Hwi Lee, Yingjie Liu
In this paper we apply neural networks with local converging inputs (NNLCI), originally introduced in [arXiv:2109.09316], to solve the two dimensional Maxwell's equation around per…