1 citations · 1 across the 2 of their papers we have counts for
3 papers
stat.ME2025
Manifold-Constrained Gaussian Processes for Inference of Mixed-effects Ordinary Differential Equations with Application to Pharmacokinetics
Yuxuan Zhao, Samuel W. K. Wong
Pharmacokinetic modeling using ordinary differential equations (ODEs) has an important role in dose optimization studies, where dosing must balance sustained therapeutic efficacy w…
stat.ME2024
Inference for Delay Differential Equations Using Manifold-Constrained Gaussian Processes
Yuxuan Zhao, Samuel W. K. Wong
Dynamic systems described by differential equations often involve feedback among system components. When there are time delays for components to sense and respond to feedback, dela…
stat.ME2020★ 1 cited
Inference of dynamic systems from noisy and sparse data via manifold-constrained Gaussian processes
Shihao Yang, Samuel W. K. Wong, S. C. Kou
Parameter estimation for nonlinear dynamic system models, represented by ordinary differential equations (ODEs), using noisy and sparse data is a vital task in many fields. We prop…