Radiative transfer simulations for in-situ particle size diagnostic in reactive, particle growing plasmas

TL;DR

This paper develops 3D polarized radiative transfer simulations to analyze in-situ particle growth in reactive plasmas, enabling real-time diagnostics of particle size up to 280 nm despite multiple scattering effects.

Contribution

It introduces a novel radiative transfer simulation approach for in-situ particle size diagnostics in dense plasmas, accounting for multiple scattering and complex cloud properties.

Findings

Simulations reveal ambiguities in optical depth and refractive index determination.

Correct refractive index estimation is crucial for accurate particle size measurement.

The strategy successfully analyzes polarization data during particle growth up to 280 nm.

Abstract

When considering particles produced in reactive plasmas, their basic properties, such as refractive index and grain size often need to be known. They can be constrained both ex-situ, e.g., by microscopy, and in-situ by polarimetry, i.e., analyzing the polarization state of scattered light. Polarimetry has the advantage of temporal resolution and real-time measurement, but the analysis is often limited by the assumption of single scattering and thus optically thin dust clouds. This limits the investigation of the growth process typically to grain sizes smaller than about 200 nm. Using 3D polarized radiative transfer simulations, however, it is possible to consider multiple scattering and to analyze the properties of dense particle clouds. We study the impact of various properties of dust clouds on the scattering polarization, namely the optical depth of the cloud, the spatial density distribution of the particles, their refractive index as well as the particle size dispersion. We find that ambiguities can occur regarding optical depth and spatial density distribution as well as regarding refractive index and particle size dispersion. Determining the refractive index correctly is especially important as it has a strong impact on the derived particle sizes. With this knowledge, we are able to design an in-situ diagnostics strategy for the investigation of the particle growth process based on radiative transfer simulations which are used to model the polarization over the whole growth process. The application of this strategy allows us for the first time to analyze the polarization measured during a growth experiment in a reactive argon-acetylene plasma for particle radii up to 280 nm.