This document summarizes research on computational fluid dynamics (CFD) modeling of the deposition of titanium dioxide (TiO2) particles through the pyrolysis of titanium tetraisopropoxide (TTIP). It discusses whether a discrete particle model (DPM) or species transport model (STM) would be best to simulate the process, depending on whether TiO2 particles form before or after impinging the substrate. Based on literature reviews, the STM is identified as the most suitable model since TiO2 formation occurs in vapor form, with particles forming after impinging the substrate where deposition takes place. Several related studies applying experimental and numerical approaches to analyze TiO2 deposition processes via thermophoresis or other mechanisms are also summarized.