[HTML][HTML] Systematic Review of Machine Learning and Deep Learning Techniques for Spatiotemporal Air Quality Prediction

IE Agbehadji, IC Obagbuwa - Atmosphere, 2024 - mdpi.com
Background: Although computational models are advancing air quality prediction, achieving
the desired performance or accuracy of prediction remains a gap, which impacts the …

Adding Konjac Glucomannan for Enhancing the Whole Spraying Performance on Superhydrophobic and Hydrophilic Surfaces

J Liu, Y Zhang, X Mo, M Zhang, R Qiu… - ACS Applied Materials …, 2023 - ACS Publications
Spraying is a common way to coat solutions onto surfaces evenly. Improving spraying
effectiveness can avoid wasting solutions and reduce pollution. In this study, a trace amount …

Effect of secondary atomization on blood backspatter affected by muzzle gases

K Chen, JB Michael, AL Yarin - Physics of Fluids, 2023 - pubs.aip.org
Blood backspatter pattern analysis provides important evidence in firearm-related crime
scenes. The mechanisms behind particular patterns have attracted significant recent …

Improved semi-theoretical correlation to predict the Sauter mean diameter of swirl cups

D Wang, Y Huang, W Yuan - Physics of Fluids, 2024 - pubs.aip.org
The spray downstream of swirl cups involves complex two-phase flow. Comprehensively,
understanding the flow physics of the spray to accurately predict the characteristics of the …

Dynamics of Sand–Water Coaxial Jets in Stagnant Water

F Sharif, AH Azimi - Journal of Engineering Mechanics, 2024 - ascelibrary.org
A series of laboratory experiments was conducted to study the dynamics of sand–water
coaxial jets in stagnant water. The effects of the velocity ratio of the annular to the core jets …

Parametric study on the internal geometry affecting agricultural air induction nozzle performance

MK Kasbi, RA Dafsari, A Charanandeh, S Yu, Y Choi… - Physics of …, 2023 - pubs.aip.org
With recent advances in agricultural engineering, precision spraying has become of prime
interest to avoid chemical drift or rebound and to minimize water and soil pollution. Air …

Relation between bubble behaviors in spray sheet and bubbly flow inside an air-induction fan nozzle: A visualization study

C Gong, D Li, S Yan, C Kang, K Ding - Physics of Fluids, 2024 - pubs.aip.org
The present study aims to elucidate the relationship between bubble behaviors in the spray
sheet and internal bubbly flow of the air-induction nozzle. An experimental work was …

Proper orthogonal decomposition analysis of variable temperature field during gas tungsten arc welding

N Blanc, T Boutin, I Bendaoud, F Soulié… - Physics of Fluids, 2021 - pubs.aip.org
Fluid flow motion controls energy transfer in the weld pool and drives the solidification
process. Experimental investigation of the fluid flow during welding is made particularly …

Primary breakup of liquid fan sheet in crossflow

MS Raza, KA Sallam - Journal of Aerosol Science, 2023 - Elsevier
This paper presents the primary breakup of liquid sheet under the influence of crossflow.
The atomization of liquid sheets is important for many applications, eg, agricultural sprays …

Evaluation of Orifice Shape Design on Flat Fan Atomization

O Cejpek, M Maly, J Hajek, O Hajek… - EPJ Web of …, 2024 - epj-conferences.org
The atomizer is a crucial component in spray columns used in mass transfer applications.
Proper function of the atomizer can enhance mass transfer and reduce sorbent evaporation …