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Joseph Melville
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Structural damage detection using deep learning of ultrasonic guided waves
J Melville, KS Alguri, C Deemer, JB Harley
AIP Conference Proceedings 1949 (1), 230004, 2018
472018
Baseline-free guided wave damage detection with surrogate data and dictionary learning
KS Alguri, J Melville, JB Harley
The Journal of the Acoustical Society of America 143 (6), 3807-3818, 2018
372018
Design of housing and mesh spacer supports for salinity gradient hydroelectric power generation using pressure retarded osmosis
TTD Tran, C Bianchi, J Melville, KK Park, AD Smith
2015 IEEE Conference on Technologies for Sustainability (SusTech), 141-147, 2015
102015
A novel physics-regularized interpretable machine learning model for grain growth
W Yan, J Melville, V Yadav, K Everett, L Yang, MS Kesler, AR Krause, ...
Materials & Design 222, 111032, 2022
22022
Overcoming complexities: Damage detection using dictionary learning framework
KS Alguri, J Melville, C Deemer, JB Harley
AIP Conference Proceedings 1949 (1), 230006, 2018
22018
Predicting 2D Normal Grain Growth using a Physics-Regularized Interpretable Machine Learning Model
W Yan, J Melville, V Yadav, L Yang, K Everett, MS Kesler, AR Krause, ...
arXiv preprint arXiv:2203.03735, 2022
12022
Methods for Data-centric Small Satellite Anomaly Detection and Fault Prediction
J Melville, JB Harley, M Lopez, M Crabtree, S Lacy
2022
Towards deep convolutional neural network-based transfer learning for structural health monitoring with partial wavefield scans (Conference Presentation)
X Tang, P Cao, J Melville, KS Alguri, J Harley, S Mandal
Nondestructive Characterization and Monitoring of Advanced Materials …, 2019
2019
Structural Damage Detection Using Dictionary Learning
J Melville
The University of Utah, 2017
2017
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