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Ishan D Khurjekar
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Year
Hierarchical transfer learning for deep learning velocity model building
J Simon, G Fabien-Ouellet, E Gloaguen, I Khurjekar
Geophysics 88 (1), R79-R93, 2023
102023
Closing the sim-to-real gap in guided wave damage detection with adversarial training of variational auto-encoders
ID Khurjekar, JB Harley
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
102022
Uncertainty aware deep neural network for multistatic localization with application to ultrasonic structural health monitoring
ID Khurjekar, JB Harley
arXiv preprint arXiv:2007.06814, 2020
62020
Sim-to-real localization: Environment resilient deep ensemble learning for guided wave damage localization
ID Khurjekar, JB Harley
The Journal of the Acoustical Society of America 151 (2), 1325-1336, 2022
52022
Velocity model building using transfer learning
J Simon, G Fabien-Ouellet, E Gloaguen, I Khurjekar, M Araya-Polo
SEG International Exposition and Annual Meeting, D011S141R004, 2021
52021
Accounting for Physics Uncertainty in Ultrasonic Wave Propagation using Deep Learning
ID Khurjekar, JB Harley
arXiv preprint, arXiv:1911.02743, 2019
52019
Automated, high-accuracy classification of textured microstructures using a convolutional neural network
ID Khurjekar, B Conry, MS Kesler, MR Tonks, AR Krause, JB Harley
Frontiers in Materials 10, 1086000, 2023
32023
Deep neural network-based guided wave damage localization
I Khurjekar, J Harley
Review of progress in quantitative nondestructive evaluation, 2019
32019
Direction-of-arrival estimation using Gaussian process interpolation
ID Khurjekar, P Gerstoft, CF Mecklenbräuker, ZH Michalopoulou
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
22023
Towards minimizing effect of partial fingerprint images on the performance of fingerprint recognition systems
ID Khurjekar, B Garware, A Abhyankar
2015 International Conference on Information Processing (ICIP), 839-842, 2015
22015
Multi-Source DOA Estimation With Statistical Coverage Guarantees
ID Khurjekar, P Gerstoft
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
12024
DOA Uncertainty Quantification With Conformal Prediction
I Khurjekar, P Gerstoft
2023 IEEE 33rd International Workshop on Machine Learning for Signal …, 2023
12023
Uncertainty quantification for direction-of-arrival estimation with conformal prediction
ID Khurjekar, P Gerstoft
The Journal of the Acoustical Society of America 154 (2), 979-990, 2023
12023
Reliability assessment of guided wave damage localization with deep learning uncertainty quantification methods
ID Khurjekar, JB Harley
NDT & E International 144, 103099, 2024
2024
Uncertainty quantification of deep learning based direction-of-arrival estimation with conformal prediction
ID Khurjekar, P Gerstoft
The Journal of the Acoustical Society of America 153 (3_supplement), A84-A84, 2023
2023
Deep Learning for Reliable Storage
ID Khurjekar
2018
Sim-to-real localization: Environment resilient deep ensemble learning for guided wave damage localization
JB Harley
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Articles 1–17