35 citations · 94 across the 7 of their papers we have counts for
9 papers
Benchmarking AutoML Frameworks for Disease Prediction Using Medical Claims
Roland Albert A. Romero, Mariefel Nicole Y. Deypalan, Suchit Mehrotra +4
We ascertain and compare the performances of AutoML tools on large, highly imbalanced healthcare datasets. We generated a large dataset using historical administrative claims inclu…
Modeling differential rates of aging using routine laboratory data; Implications for morbidity and health care expenditure
Alix Jean Santos, Xavier Eugenio Asuncion, Camille Rivero-Co +4
Aging is a multidimensional process where phenotypes change at varying rates. Longitudinal studies of aging typically involve following a cohort of individuals over the course of s…
Revivals and Fractalisation in the Linear Free Space Schrödinger Equation
Peter J Olver, Natalie E Sheils, David A Smith
We consider the one-dimensional linear free space Schrödinger equation on a bounded interval subject to homogeneous linear boundary conditions. We prove that, in the case of pseudo…
Dispersive Lamb Systems
Peter Olver, Natalie Sheils
Under periodic boundary conditions, a one-dimensional dispersive medium driven by a Lamb oscillator exhibits a smooth response when the dispersion relation is asymptotically linear…
The time-dependent Schrödinger equation with piecewise constant potentials
Natalie E Sheils, Bernard Deconinck
The linear Schrödinger equation with piecewise constant potential in one spatial dimension is a well-studied textbook problem. It is one of only a few solvable models in quantum me…
Multilayer diffusion in a composite medium with imperfect contact
Natalie E. Sheils
The problem of heat conduction in one-dimensional piecewise homogeneous composite materials is examined by providing an explicit solution of the one-dimensional heat equation in ea…
The Linear KdV Equation with an Interface
Bernard Deconinck, Natalie E. Sheils, David A. Smith
The interface problem for the linear Korteweg-de Vries (KdV) equation in one-dimensional piecewise homogeneous domains is examined by constructing an explicit solution in each doma…
Heat equation on a network using the Fokas method
N. E. Sheils, D. A. Smith
The problem of heat conduction on networks of multiply connected rods is solved by providing an explicit solution of the one-dimensional heat equation in each domain. The size and…
Non-steady state heat conduction in composite walls
Bernard Deconinck, Beatrice Pelloni, Natalie Sheils
The problem of heat conduction in one-dimensional piecewise homogeneous composite materials is examined by providing an explicit solution of the one-dimensional heat equation in ea…