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View article: A Methodological Study on Data Representation for Machine Learning Modelling of Thermal Conductivity of Rare-Earth Oxides
A Methodological Study on Data Representation for Machine Learning Modelling of Thermal Conductivity of Rare-Earth Oxides Open
Quantitative structure-activity relationship (QSAR) modelling is widely employed in materials science to predict properties of interest and extract useful descriptors for measured properties. In thermal barrier coatings (TBC), QSAR can sig…
View article: Influence of Yttria content in YSZ: An evaluation of water-based SPS coatings and spark plasma sintered pellets
Influence of Yttria content in YSZ: An evaluation of water-based SPS coatings and spark plasma sintered pellets Open
The inherent phase instability of the state-of-the-art 7–8 mol% partially stabilised Yttria-Stabilised Zirconia (YO1.5, 8 YSZ, tetragonal) under a molten CMAS attack lacks the technological readiness needed to increase the gas inlet temper…
View article: Suspension High‐Velocity Oxy‐Fuel–Sprayed Dense Vertically Cracked and Suspension‐Plasma‐Sprayed Columnar Yttria‐Stabilized Zirconia Coatings: Calcia Magnesia Alumino Silicates Infiltration and Thermal Cycling Performance
Suspension High‐Velocity Oxy‐Fuel–Sprayed Dense Vertically Cracked and Suspension‐Plasma‐Sprayed Columnar Yttria‐Stabilized Zirconia Coatings: Calcia Magnesia Alumino Silicates Infiltration and Thermal Cycling Performance Open
The quest to increase the surface temperatures and resistance to the corrosive environment of thermal barrier coatings topcoats mean that newer coating design strategies are needed. In this study, a performance evaluation of suspension hig…
View article: Active learning-driven uncertainty reduction for in-flight particle characteristics of atmospheric plasma spraying of silicon
Active learning-driven uncertainty reduction for in-flight particle characteristics of atmospheric plasma spraying of silicon Open
The first-of-its-kind use of the active learning (AL) framework in thermal spray is adapted to enhance the prediction accuracy of the in-flight particle characteristics. The successful AL framework implementation via Bayesian Optimisation …
View article: Active learning-driven uncertainty reduction for in-flight particle characteristics of atmospheric plasma spraying of silicon
Active learning-driven uncertainty reduction for in-flight particle characteristics of atmospheric plasma spraying of silicon Open
In this study, the first-of-its-kind use of active learning (AL) framework in thermal spray is adapted to improve the prediction accuracy of the in-flight particle characteristics and uses Gaussian Process (GP) ML model as a surrogate that…
View article: Interdependence of Surface Roughness on Icephobic Performance: A Review
Interdependence of Surface Roughness on Icephobic Performance: A Review Open
Ice protection techniques have attracted significant interest, notably in aerospace and wind energy applications. However, the current solutions are mostly costly and inconvenient due to energy-intensive and environmental concerns. One of …
View article: A new hybrid suspension and solution precursor thermal spray for wear-resistant silicon carbide composite coatings
A new hybrid suspension and solution precursor thermal spray for wear-resistant silicon carbide composite coatings Open
Silicon Carbide (SiC) coatings offer exceptional wear resistance and excellent tribological characteristics; however, it is a challenging material to be thermally sprayed due to a lack of melting point. In this study, a hybrid, single-step…
View article: Comparative study on the influence of surface characteristics on de-icing evaluation
Comparative study on the influence of surface characteristics on de-icing evaluation Open
A comparative study of de-icing evaluation methods was conducted in this work, and their variations in response to surface characteristics were investigated. The mechanical de-icing measurements include centrifugal, push, and tensile metho…
View article: Toward Exceptional Icephobicity with Chionophile-Inspired Durable Biomimetic Coatings
Toward Exceptional Icephobicity with Chionophile-Inspired Durable Biomimetic Coatings Open
Liquid-infused polymeric surfaces have demonstrated promising icephobicity. However, the capability to maintain the icephobic performance after material damage has been a challenge, both in terms of conserving a smoother surface and the re…