Joel B. Harley

Cynthia M. Furse

IEEE Trans. Instrum. Meas., 2023

Wave Physics-informed Matrix Factorizations.

[BibT_eX]

[DOI]

Benjamin D. Haeffele

CoRR, 2023

Modeling Fission Gas Release at the Mesoscale using Multiscale DenseNet Regression with Attention Mechanism and Inception Blocks.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Closing the Sim-to-Real Gap in Guided Wave Damage Detection with Adversarial Training of Variational Auto-Encoders.

[BibT_eX]

[DOI]

Ishan D. Khurjekar

Proceedings of the IEEE International Conference on Acoustics, 2022

Unsupervised Wave Physics-Informed Representation Learning for Guided Wavefield Reconstruction.

[BibT_eX]

[DOI]

Benjamin D. Haeffele

Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

2021

Physiology-Informed Real-Time Mean Arterial Blood Pressure Learning and Prediction for Septic Patients Receiving Norepinephrine.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2021

A SSTDR Methodology, Implementations, and Challenges.

[BibT_eX]

[DOI]

Samuel Kingston

Evan Benoit

Ayobami S. Edun

Farhad Elyasichamazkoti

Sensors, 2021

Wave-Informed Matrix Factorization withGlobal Optimality Guarantees.

[BibT_eX]

[DOI]

Benjamin D. Haeffele

CoRR, 2021

2020

Uncertainty Aware Deep Neural Network for Multistatic Localization with Application to Ultrasonic Structural Health Monitoring.

[BibT_eX]

[DOI]

Ishan D. Khurjekar

CoRR, 2020

2019

Accounting for Physics Uncertainty in Ultrasonic Wave Propagation using Deep Learning.

[BibT_eX]

[DOI]

Ishan D. Khurjekar

CoRR, 2019

Wave Physics Informed Dictionary Learning In One Dimension.

[BibT_eX]

[DOI]

K. Supreet Alguri

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

2016

Predictive Guided Wave Models Through Sparse Modal Representations.

[BibT_eX]

[DOI]

Proc. IEEE, 2016

2015

Fast imaging in cannula microscope using orthogonal matching pursuit.

[BibT_eX]

[DOI]

Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015

2014

Data-Driven, Sparsity-Based Matched Field Processing for Structural Health Monitoring.

[BibT_eX]

[DOI]

PhD thesis, 2014

Matched field processing localization with random sensor topologies.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Toward Data-Driven Structural Health Monitoring: Application of Machine Learning and Signal Processing to Damage Detection.

[BibT_eX]

[DOI]

J. Comput. Civ. Eng., 2013

Broadband localization in a dispersive medium through sparse wavenumber analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Multiresolution classification with semi-supervised learning for indirect bridge structural health monitoring.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Compressed sensing radar surveillance networks.

[BibT_eX]

[DOI]

Aurora C. Schmidt

Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012

Maximum likelihood defect localization in a pipe using guided acoustic waves.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Detection of targets embedded in multipath clutter with Time Reversal.

[BibT_eX]

[DOI]

Nicholas O'Donoughue