C. Muir - Publications, H-index & Citations

C. Muir

University of California Santa Barbara

8H指数

15论文数

310被引数

收录论文 5

发表时间

Machine learning based damage identification in SiC/SiC composites from acoustic emissions using autoencoders

COMPOSITES PART B-ENGINEERING

IF14.2

2024-12-01

PREAI

Muir, C.; Gibson, T.; Hilmas, A.; Almansour, A. S.; Sevener, K.; Kiser, J. D.; Pollock, T. M.; Daly, S.; Smith, C.

In situ crack opening displacement growth rates of SiC/SiC ceramic matrix minicomposites SiC/SiC陶瓷基体微型复合材料的原位裂纹开口位移增长率

JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

IF6.2

2023-08-01

OAAI

Muir, C.; Swaminathan, B.; Musaffar, A. K.; Mccarthy, N. R.; Almansour, A. S.; Pollock, T. M.; Kiser, J. D.; Smith, C.; Daly, S.; Sevener, K.

Perspective: Machine learning in experimental solid mechanics

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2023-04-01

OAAI

Brodnik, N. R.; Muir, C.; Tulshibagwale, N.; Rossin, J.; Echlin, M. P.; Hamel, C. M.; Kramer, S. L. B.; Pollock, T. M.; Kiser, J. D.; Smith, C.; Daly, S. H.

A machine learning framework for damage mechanism identification from acoustic emissions in unidirectional SiC/SiC composites

NPJ COMPUTATIONAL MATERIALS

IF11.9

2021-09-13

OAAI

Muir, C.; Swaminathan, B.; Fields, K.; Almansour, A. S.; Sevener, K.; Smith, C.; Presby, M.; Kiser, J. D.; Pollock, T. M.; Daly, S.

Damage mechanism identification in composites via machine learning and acoustic emission

NPJ COMPUTATIONAL MATERIALS

IF11.9

2021-06-24

OAAI

Muir, C.; Swaminathan, B.; Almansour, A. S.; Sevener, K.; Smith, C.; Presby, M.; Kiser, J. D.; Pollock, T. M.; Daly, S.

研究方向