107 citations · 164 across the 5 of their papers we have counts for
5 papers
Neural Generalized Ordinary Differential Equations with Layer-varying Parameters
Duo Yu, Hongyu Miao, Hulin Wu
Deep residual networks (ResNets) have shown state-of-the-art performance in various real-world applications. Recently, the ResNets model was reparameterized and interpreted as solu…
Identifiability Analysis of Linear Ordinary Differential Equation Systems with a Single Trajectory
Xing Qiu, Tao Xu, Babak Soltanalizadeh +1
Ordinary differential equations (ODEs) are widely used to model dynamical behavior of systems. It is important to perform identifiability analysis prior to estimating unknown param…
A dynamic Bayesian nonlinear mixed-effects model of HIV response incorporating medication adherence, drug resistance and covariates
Yangxin Huang, Hulin Wu, Jeanne Holden-Wiltse +1
HIV dynamic studies have contributed significantly to the understanding of HIV pathogenesis and antiviral treatment strategies for AIDS patients. Establishing the relationship of v…
Sieve estimation of constant and time-varying coefficients in nonlinear ordinary differential equation models by considering both numerical error and measurement error
Hongqi Xue, Hongyu Miao, Hulin Wu
This article considers estimation of constant and time-varying coefficients in nonlinear ordinary differential equation (ODE) models where analytic closed-form solutions are not av…
Estimation of constant and time-varying dynamic parameters of HIV infection in a nonlinear differential equation model
Hua Liang, Hongyu Miao, Hulin Wu
Modeling viral dynamics in HIV/AIDS studies has resulted in a deep understanding of pathogenesis of HIV infection from which novel antiviral treatment guidance and strategies have…