Structural damage detection using deep learning of ultrasonic guided waves J Melville, KS Alguri, C Deemer, JB Harley AIP conference proceedings 1949 (1), 2018 | 81 | 2018 |
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 | 54 | 2018 |
Sim-to-Real: Employing ultrasonic guided wave digital surrogates and transfer learning for damage visualization KS Alguri, CC Chia, JB Harley Ultrasonics 111, 106338, 2021 | 28 | 2021 |
Transfer learning of ultrasonic guided waves using autoencoders: A preliminary study KS Alguri, JB Harley AIP conference proceedings 2102 (1), 2019 | 16 | 2019 |
Robust baseline subtraction for ultrasonic full wavefield analysis KS Alguri, JE Michaels, JB Harley AIP Conference Proceedings 1806 (1), 2017 | 11 | 2017 |
Consolidating guided wave simulations and experimental data: a dictionary learning approach KS Alguri, JB Harley SPIE Smart Structures and Materials+ Nondestructive Evaluation and Health …, 2016 | 11 | 2016 |
Wave physics informed dictionary learning in one dimension HV Tetali, KS Alguri, JB Harley 2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019 | 8 | 2019 |
Model-driven, wavefield baseline subtraction for damage visualization using dictionary learning KS Alguri, CC Chia, JB Harley Structural Health Monitoring 2017, 2017 | 7 | 2017 |
Learning guided wave dispersion curves from multi-path reflections with compressive sensing JB HARLEY, KS ALGURI, HV TETALI, S SABETI Structural Health Monitoring 2019, 2019 | 4 | 2019 |
Fast imaging in cannula microscope using orthogonal matching pursuit AB Zoubi, KS Alguri, G Kim, VJ Mathews, R Menon, JB Harley 2015 IEEE Signal Processing and Signal Processing Education Workshop (SP/SPE …, 2015 | 4 | 2015 |
Overcoming complexities: Damage detection using dictionary learning framework KS Alguri, J Melville, C Deemer, JB Harley AIP Conference Proceedings 1949 (1), 2018 | 3 | 2018 |
Beyond Black-box Dictionary Learning for Waves HV Tetali, KS Alguri, JB Harley Machine Learning and the Physical Sciences Workshop at the Conference on …, 2019 | | 2019 |
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 |
Transfer Learning of Ultrasonic Guided Waves for Damage Isolation, Localization, and Detection KS Alguri The University of Utah, 2019 | | 2019 |
Decomposing guided wavefields with dictionary learning JB Harley, KS Alguri The Journal of the Acoustical Society of America 140 (4_Supplement), 3054-3054, 2016 | | 2016 |
Guided wave reconstruction in complex geometries with a dictionary learning framework KS Alguri, JB Harley The Journal of the Acoustical Society of America 139 (4_Supplement), 2196-2196, 2016 | | 2016 |
Merging models and data: Predictive modeling for guided wave JB Harley, KS Alguri, A Douglass Journal of the Acoustical Society of America 139 (4_Supplement), 2196-2197, 2016 | | 2016 |
Model-driven, Wavefield Baseline Subtraction for Damage Visualization KS Alguri Technology 44 (5), 1507-1515, 0 | | |