TL;DR
This paper introduces a coarse-grained theoretical model to understand clogging in microfluidic devices with grid-like geometries, accounting for device aging under different flow conditions, validated against simulations and experimental data.
Contribution
The study presents a novel coarse-grained model for clogging in microfluidic devices, incorporating device aging and validated with simulations and experimental data.
Findings
Model accurately predicts clogging behavior under various conditions
Good agreement between model, simulations, and experiments
Applicable to medical microfluidic device design
Abstract
We propose a coarse-grained theoretical model to capture the aging of microfluidic devices under different conditions including constant applied flow rate and constant applied pressure gradient. Microfluidic devices that sort cells by their deformability hold significant promise for medical applications. However, clogging in these microfluidic systems causes their properties to change over time and potentially limits their reliability. We compare the results of the coarse-grained model to those of stochastic simulations and to existing theoretical studies. Lastly, we apply the model to experimental data on the clogging of sickle red blood cells and discuss its wider applicability.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
