4 papers
MPSA-DenseNet: A novel deep learning model for English accent classification
Tianyu Song, Linh Thi Hoai Nguyen, Ton Viet Ta
This paper presents three innovative deep learning models for English accent classification: Multi-DenseNet, PSA-DenseNet, and MPSE-DenseNet, that combine multi-task learning and t…
Dynamics of infectious diseases in predator-prey populations: a stochastic model, sustainability, and invariant measure
Yujie Gao, Malay Banerjee, Ton Viet Ta
This paper introduces an innovative model for infectious diseases in predator-prey populations. We not only prove the existence of global non-negative solutions but also establish…
A Stochastic Differential Equation Model for Predator-Avoidance Fish Schooling
Aditya Dewanto Hartono, Linh Thi Hoai Nguyen, Ton Viet Ta
This paper presents a system of stochastic differential equations (SDEs) as mathematical model to describe the spatial-temporal dynamics of predator-prey system in an artificial aq…
Dynamical system for animal coat pattern model
Ton Viet Ta
We construct a dynamical system for a reaction diffusion system due to Murray, which relies on the use of the Thomas system nonlinearities and describes the formation of animal coa…