2 papers
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.PR2017
Almost Sure and Moment Exponential Stability of Regime-Switching Jump Diffusions
Zhen Chao, Kai Wang, Chao Zhu +1
This work is devoted to almost sure and moment exponential stability of regime-switching jump diffusions. The Lyapunov function method is used to derive sufficient conditions for s…