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Author

Austin Yunker

Observed names: A. Austin Yunker, A. Yunker, AUSTIN YUNKER, Yunker, Austin
Observed institution: Argonne National Laboratory
ORCID: 0009-0004-7253-6370
Observed ORCID: 0009-0004-7253-6370
OpenAlex ID: A5075900464
Full Waveform Inversion-Based Ultrasound Computed Tomography Acceleration Using Two-Dimensional Convolutional Neural Networks
2023 · Christopher Kleman, Shoaib Anwar, et al. · Journal of Nondestructive Evaluation Diagnostics and Prognostics of Engineering Systems · 12
Low Dose CBCT Denoising Using a 3D U-Net
2024 · A. Austin Yunker, B. Rajkumar Kettimuthu, et al. · IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) · 5
Comparative Study on Deep Learning Methods for Defect Identification and Classification in Composite Aerostructure Material
2023 · Austin Yunker, Rami Lake, et al. · Annual Review of Progress in Quantitative Nondestructive Evaluation (QNDE) · 5
A deep learning-based approach to improve reconstruction of ultrasound computed tomography with full waveform inversion
2025 · Shoaib Anwar, Austin Yunker, et al. · Smart Materials and Structures · 4
Noise2Inverse for 3D Low-Dose Cone-Beam Computed Tomography
2024 · Austin Yunker, Jason Luce, et al. · IEEE International Conference on Big Data (BigData) · 3
Evaluating Model Robustness for Defect Identification and Classification in a Composite Aerostructure Material
2024 · Austin Yunker, Rami Lake, et al. · Journal of Nondestructive Evaluation Diagnostics and Prognostics of Engineering Systems · 2
OC-DICAM: One Class Defect Identification in Composite Aerostructure Material
2024 · Austin Yunker, Rajkumar Kettimuthu, et al. · ASME Aerospace Structures, Structural Dynamics, and Materials Conference (SSDM) · 2
Boosting Noise2Inverse via Enhanced Model Selection for Denoising Computed Tomography Data
2025 · Austin Yunker, Peter Kenesei, et al. · Tomography of Materials and Structures · 1
Deep-Learning-Based Ultrasound Computed Tomography for Material Characterization
2025 · Shoaib Anwar, Austin Yunker, et al. · ASME Aerospace Structures, Structural Dynamics, and Materials Conference (SSDM) · 1
Advancing the Frontiers of Deep Learning for Low-Dose 3D Cone-Beam CT Reconstruction
2025 · Ander Biguri, Subhadip Mukherjee, et al. · IEEE Open Journal of Signal Processing · 1
The Path to NDE 4.0: A Review of Algorithms, Techniques, and Strategies for Autonomous Inspection
2026 · Rahmana, Ashiqur, Seethi, Venkata Devesh Reddy, et al. · arXiv (Cornell University)
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Unsupervised semantic segmentation in synchrotron computed tomography with self-correcting pseudo labels
2026 · Austin Yunker, Peter Kenesei, et al. · Machine Learning Science and Technology
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Motivating Regime-Aware User-Profiles for Runtime Prediction in Large-Scale HPC Systems
2026 · Austin Yunker, Raj Kettimuthu · ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC)
Deep Learning Segmentation of Enamel Nanoscale Architecture Fromsynchrotron Computed Tomography for Bioinspired Material Design
2026 · Cameron Renteria, Jack R. Grimm, et al. · SSRN Electronic Journal
Uncertainty-Guided Learning for Semantic Segmentation in CT using Noisy Pseudo Labels
2025 · Austin Yunker, Peter Kenesei, et al. · International Conference on Machine Learning and Applications
InferCT: An Efficient and Generalizable Framework to Enable 3D Machine Learning for Computed Tomography
2025 · Austin Yunker, Weijian Zheng, et al. · International Conference for High Performance Computing, Networking, Storage and Analysis (SC)
Towards a Universal Model for Denoising Computed Tomography via Iterative Fine-Tuning
2025 · Austin Yunker, Peter Kenesei, et al. · IEEE International Conference on Future Machine Learning and Data Science (FMLDS)
Evaluation of Methods for Enhancing Energy-Optimized Cone-Beam CT Virtual Monoenergetic Images
2025 · A. Keeler, J. Luce, et al. · International Journal of Radiation Oncology*Biology*Physics
Using a Convolutional Neural Network to Predict Physician Likert Score Assignments to Synthetic Medical Images
2025 · J. Luce, A. Yunker, et al. · International Journal of Radiation Oncology*Biology*Physics
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Whose Plane to Take? A Novel Approach to Identify the Optimal Model for Defect Detection in Composite Aerostructure Material
2025 · Austin Yunker, Zachary Kral, et al. · ASME Aerospace Structures, Structural Dynamics, and Materials Conference (SSDM)
Effective Defect Detection Using Instance Segmentation for NDI
2025 · Rahman, Ashiqur, Seethi, Venkata Devesh Reddy, et al. · arXiv (Cornell University)
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Mixture-of-Experts for Multi-Domain Defect Identification in Non-Destructive Inspection
2024 · Venkata Devesh Reddy Seethi, Ashiqur Rahman, et al. · International Conference on Machine Learning and Applications
DOC-DICAM: Domain Aware One Class Defect Identification in Composite Aerostructure Material
2024 · Austin Yunker, Rajkumar Kettimuthu, et al. · International Conference on Machine Learning and Applications
A Deep Learning-Based Approach to Improve Reconstruction of Full Waveform Inversion-Based Ultrasound Tomography
2024 · Shoaib Anwar, Austin Yunker, et al. · SSRN Electronic Journal
Evaluation of U-net for Time-domain Full Waveform Inversion Improvement
2023 · SHOAIB ANWAR, AUSTIN YUNKER, et al. · International Workshop on Structural Health Monitoring (IWSHM)
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Works count: 25
Citation count: 36
H-index: 4
I10-index: 1
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