Analyses of the effects of channel inclination and rotation on two-phase flow characteristics and pressure drop in a rectangular channel

Combining computational fluid dynamics, photon fate simulation and machine learning to optimize continuous-flow photocatalytic systems

“…The authors stated that the algorithms outperformed human-level performance, being able to control factors such as droplet size and laminar flow, as well as process all the experiments. On the other hand, Lavín, Kanizawa, and Ribatski 96 utilized the k -means clustering method to detect patterns in a microchannel's flow. From that, they discovered different types of patterns with different characteristics in the flow.…”

Gas‐Liquid Flow Patterns in a Rectangular Milli‐Structured Channel with Static Mixing Elements

“…The most common method is the analysis of photographic recordings of the flow through a transparent test section. Several flow pattern investigations of micro-and milli-channels with circular crosssections [6][7][8][9][10] and rectangular cross-sections [11][12][13][14][15] have been described in the literature. However, it is generally known that flow patterns strongly depend on the channel dimensions and geometries, and thus, for unique designs, e.g.…”