# Evaporative cooling and deposition patterns of evaporating $Al\_2O\_3$ nanofluid droplets

Source: [Evaporative cooling and deposition patterns of evaporating $Al\_2O\_3$ nanofluid droplets](<https://www.sota2.com/research/paper/69c4bd8f0636e5bf4afc75b6>)

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

Data updated: 2026-03-27T05:00:12.960Z

Authors: S.K. Saroj, P. K. Panigrahi

Published: 2026-03-25T14:46:37.000Z

## Abstract

The present study examines evaporative cooling and the resulting deposition patterns of a sessile $Al\_2O\_3$-based nanofluid droplet on a hydrophobic glass substrate at different temperatures. Evaporation predominantly occurs in the pinned contact line mode for both heated and non-heated cases, with only slight recession observed without heating. The droplet height and contact angle decrease linearly with time, and scaling relations are proposed to describe the evolution of droplet geometry and volume. A non-dimensional parameter, $\\Pi\_{rel}$, is introduced to characterize transitions in deposition patterns. For $\\Pi\_{rel} \\leq 1$ ($T\_s \\leq 26^\\circ$C), interconnected irregular polygonal network structures form at the periphery, which are rarely reported in evaporating droplets. With increasing substrate temperature, this structure is suppressed, giving rise to a classical coffee-ring pattern for $1 \< \\Pi\_{rel} \\leq 10$. At higher temperatures ($T\_s \> 40^\\circ$C), dual-ring formation along with central particle deposition is observed for $\\Pi\_{rel} \> 10$. The interfacial temperature is higher near the contact line and decreases toward the apex, and a universal scaling for the temperature profile is proposed. Internal flow velocity increases with substrate temperature, exhibiting asymmetric multi-vortex structures. Evaporative cooling intensifies with heating, enhancing evaporation flux and capillary flow. Appropriate scaling relations for evaporation flux and capillary velocity are established.   Overall, the dynamics are governed by thermocapillary (Marangoni) flow induced by evaporative cooling, which enhances internal circulation and governs nanoparticle deposition morphology.

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## Original sources and implementation

[Original paper](<https://arxiv.org/abs/2603.24367>)

[PDF](<https://arxiv.org/pdf/2603.24367.pdf>)