Bayesian Estimation of Thermal Properties Using Periodically Pulsed Photothermal Radiometry: A Focus on Interfacial Thermal Resistances between Layers
Langue
EN
Article de revue
Ce document a été publié dans
physica status solidi (RRL) – Rapid Research Letters. 2023-02-01, vol. n/a, n° n/a
Résumé en anglais
Pulsed periodic photothermal radiometry (PPTR) allows the investigation of multilayered samples with layer thicknesses of a few hundred nanometers over a duration of a few nanoseconds. The link between theoretical calculations ...Lire la suite >
Pulsed periodic photothermal radiometry (PPTR) allows the investigation of multilayered samples with layer thicknesses of a few hundred nanometers over a duration of a few nanoseconds. The link between theoretical calculations and experimentation is made using a Bayesian approach based on the Metropolis–Hastings algorithm. The accuracy of the PPTR method requires precise calibration to provide an accurate proper emission measurement. Furthermore, the normalization time needs to be optimized through sensitivity analysis. Without this sensitivity analysis, it is impossible to simultaneously estimate the interfacial thermal resistances in a multilayered sample. The method is tested on multilayered samples composed of platinum (Pt), titanium nitride (TiN), silicon nitride (SiN), and silicon (Si). The parameters identified are interfacial thermal resistances between Pt–TiN and TiN–SiN.< Réduire
Mots clés en anglais
Interfacial thermal resistances
Inverse methods
Markov chain Monte Carlo
Multilayered
Nanoscales
Normalization methods
Projet Européen
European Union’s Horizon 2020 research and innovation programme
Unités de recherche