Machine learning for real-time inversion of locally anisotropic weld properties using in-process layer by layer ultrasonic array measurements

Richard Pyle; Charles Norman MacLeod; Katherine Margaret Mary Tant; Nina Sweeney; James Ludlam; Ewan Nicolson; Shaun McKnight; David Lines

Machine learning for real-time inversion of locally anisotropic weld properties using in-process layer by layer ultrasonic array measurements

Richard Pyle, Charles Norman MacLeod, Katherine Margaret Mary Tant, Nina Sweeney, James Ludlam, Ewan Nicolson, Shaun McKnight, David Lines

Research output: Contribution to conference › Abstract › peer-review

Original language	English
Publication status	Published - 4 Sept 2023
Event	IEEE International Ultrasonics Symposium 2023 - Palais des congrès de Montréal, Montreal, Canada Duration: 3 Sept 2023 → 8 Sept 2023 https://2023.ieee-ius.org

Conference

Conference	IEEE International Ultrasonics Symposium 2023
Abbreviated title	IEEE IUS
Country/Territory	Canada
City	Montreal
Period	3/09/23 → 8/09/23
Internet address	https://2023.ieee-ius.org

Keywords

machine learnig
anisotropic weld properties
ultrasonic array

Cite this

@conference{83ddc5f3258f4d83bf316960b1474785,

title = "Machine learning for real-time inversion of locally anisotropic weld properties using in-process layer by layer ultrasonic array measurements",

keywords = "machine learnig, anisotropic weld properties, ultrasonic array",

author = "Richard Pyle and MacLeod, \{Charles Norman\} and Tant, \{Katherine Margaret Mary\} and Nina Sweeney and James Ludlam and Ewan Nicolson and Shaun McKnight and David Lines",

year = "2023",

month = sep,

day = "4",

language = "English",

note = "IEEE International Ultrasonics Symposium 2023, IEEE IUS ; Conference date: 03-09-2023 Through 08-09-2023",

url = "https://2023.ieee-ius.org",

}

Machine learning for real-time inversion of locally anisotropic weld properties using in-process layer by layer ultrasonic array measurements. / Pyle, Richard; MacLeod, Charles Norman; Tant, Katherine Margaret Mary et al.
2023. Abstract from IEEE International Ultrasonics Symposium 2023, Montreal, Quebec, Canada.

Research output: Contribution to conference › Abstract › peer-review

TY - CONF

T1 - Machine learning for real-time inversion of locally anisotropic weld properties using in-process layer by layer ultrasonic array measurements

AU - Pyle, Richard

AU - MacLeod, Charles Norman

AU - Tant, Katherine Margaret Mary

AU - Sweeney, Nina

AU - Ludlam, James

AU - Nicolson, Ewan

AU - McKnight, Shaun

AU - Lines, David

PY - 2023/9/4

Y1 - 2023/9/4

KW - machine learnig

KW - anisotropic weld properties

KW - ultrasonic array

M3 - Abstract

T2 - IEEE International Ultrasonics Symposium 2023

Y2 - 3 September 2023 through 8 September 2023

ER -