237 citations · 440 across the 7 of their papers we have counts for
7 papers
Physics-informed neural networks for blood flow inverse problems
Jeremias Garay, Jocelyn Dunstan, Sergio Uribe +1
Physics-informed neural networks (PINNs) have emerged as a powerful tool for solving inverse problems, especially in cases where no complete information about the system is known a…
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System
Fabián Villena, Matías Rojas, Felipe Arias +3
The disease coding task involves assigning a unique identifier from a controlled vocabulary to each disease mentioned in a clinical document. This task is relevant since it allows…
Data Science for Engineers: A Teaching Ecosystem
Felipe Tobar, Felipe Bravo-Marquez, Jocelyn Dunstan +4
We describe an ecosystem for teaching data science (DS) to engineers which blends theory, methods, and applications, developed at the Faculty of Physical and Mathematical Sciences,…
Evaporation-driven convective flows in suspensions of non-motile bacteria
Jocelyn Dunstan, Kyoung J. Lee, Simon F. Park +2
We report a novel form of convection in suspensions of the bioluminiscent marine bacterium . Suspensions of these bacteria placed in a chamber open to t…
Induced Diffusion of Tracers in a Bacterial Suspension: Theory and Experiments
G. L. Miño, J. Dunstan, A. Rousselet +2
The induced diffusion of tracers in a bacterial suspension is studied theoretically and experimentally at low bacterial concentrations. Considering the swimmer-tracer hydrodynamic…
A two-sphere model for bacteria swimming near solid surfaces
Jocelyn Dunstan, Gastón Miño, Eric Clement +1
We present a simple model for bacteria like \emph{Escherichia coli} swimming near solid surfaces. It consists of two spheres of different radii connected by a dragless rod. The eff…
Enhanced diffusion due to active swimmers at a solid surface
Gaston Miño, Thomas E. Mallouk, Thierry Darnige +7
We consider two systems of active swimmers moving close to a solid surface, one being a living population of wild-type \textit{E. coli} and the other being an assembly of self-prop…