[HTML][HTML] Predicting adhesion strength of micropatterned surfaces using gradient boosting models and explainable artificial intelligence visualizations

IU Ekanayake, S Palitha, S Gamage… - Materials Today …, 2023 - Elsevier
Fibrillar dry adhesives are widely used due to their effectiveness in air and vacuum
conditions. However, their performance depends on various factors. Previous studies have …

Pull-off dynamics of mushroom-shaped adhesive structures

R Li, D Li, J Sun, X Zhang, W Zhang - Journal of the Mechanics and Physics …, 2024 - Elsevier
Dynamic adhesion characteristics of synthetic adhesives have attracted massive attention
recently. Specific to the mushroom-shaped adhesive structures with outperformed adhesion …

Electroadhesion-Driven Friction Enhancement Using Electret Films

S Huang, Y Li, S Zhang, H Zhao, S Song, C Zhai… - Extreme Mechanics …, 2024 - Elsevier
Friction control has attracted significant attention due to its potential to improve device
efficiency and reduce wear. However, achieving rapid, reversible, and robust friction …

Micropillar with Radial Gradient Modulus Enables Robust Adhesion and Friction

B Zhu, D Tan, K Xiao, Z Shi, G Li, Y Lei, D Chen, S Liu… - Small, 2024 - Wiley Online Library
The gradient modulus in beetle setae plays a critical role in allowing it to stand and walk on
natural surfaces. Mimicking beetle setae to create a modulus gradient in microscale …

Predicting the adhesion strength of micropatterned surfaces using supervised machine learning

M Samri, J Thiemecke, E Prinz, T Dahmen, R Hensel… - Materials Today, 2022 - Elsevier
Fibrillar dry adhesives have shown great potential in many applications thanks to their
tunable adhesion, notably for pick-and-place handling of fragile objects. However …

Revisiting the contact splitting hypothesis: An effective route for enhancing adhesion on rough surface

H Hu, H Tian, Y Gao, Z Wan, L Wang, H Xu… - Journal of the …, 2023 - Elsevier
The contact splitting hypothesis (CSH) has been proposed for around 20 years, which
suggests that the patterned or fibrillar surfaces enable very efficient biological attachment …

Revealing the coaction of viscous and multistability hysteresis in an adhesive, nominally flat punch: A combined numerical and experimental study

C Müller, M Samri, R Hensel, E Arzt… - Journal of the Mechanics …, 2023 - Elsevier
Viscoelasticity is well known to cause significant hysteresis of crack closure and opening
when an elastomer is brought in and out of contact with a flat, rigid, adhesive counterface. A …

[HTML][HTML] Adhesion of a cylindrical punch with elastic properties that vary radially

A Kossa, R Hensel, RM McMeeking - Mechanics Research …, 2023 - Elsevier
The adhesion of a rigid substrate and an adhered straight cylindrical punch with a non-
homogeneous elastic modulus is analyzed. The stress distributions are obtained along the …

[HTML][HTML] Application of machine learning to object manipulation with bio-inspired microstructures

M Samri, J Thiemecke, R Hensel, E Arzt - journal of materials research and …, 2023 - Elsevier
Bioinspired fibrillar adhesives have been proposed for novel gripping systems with
enhanced scalability and resource efficiency. Here, we propose an in-situ optical monitoring …

[HTML][HTML] The strength of an adhesive contact in the presence of interfacial defects

CK Jones, JL Hale, HK Minsky, JA Booth - Extreme Mechanics Letters, 2024 - Elsevier
Adhesive contacts which possess a dominant stress concentration, such as at the contact
edge in spherical junctions or at the detachment front in a peeling film, are well studied …