# Universal Model for Deposition of Entities from Molecular to Nanosizes on Nanofibers

Source: [Universal Model for Deposition of Entities from Molecular to Nanosizes on Nanofibers](<https://www.sota2.com/research/paper/68fa3c9c1e209131ce8dc1cf>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2025-10-25T01:15:01.414Z

Authors: Maryam Razavi, Zhao Pan, Zhongchao Tan

Published: 2020-08-15T02:24:16.000Z

## Abstract

Understanding the behavior of entities is critical to the development of new policies and technologies aiming at global health and wellbeing; this paper presents a unified model developed and validated for the deposition of entities, ranging from a few Angstroms to tens of nanometers,on nanofibers. The transport of entities is based on convective diffusion and interfacial interactive diffusion. As the size of entities decreases to intermediate sizes - between gas molecules and nanoparticles - adhesion probability on the surface is less than unity, which is determined by the interfacial interactions and kinetics of adhesion. Dimensionless surface coverage provides a better understanding of adhesion kinetic by considering the effects of initial concentration and time. The model is validated by available experimental data in the literature.

## Recorded benchmark results

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Original sources and implementation

[Original paper](<https://arxiv.org/abs/2008.06629>)

[PDF](<https://arxiv.org/pdf/2008.06629.pdf>)