Publications

SmartDATA Lab Publications

196 entries « 1 of 10 »

2025

196.
4D Observations of the initiation of abnormal grain growth in 
 commercially pure Ni

Yi Wang, Zipeng Xu, Vivekanand Muralikrishnan, Joel B Harley, Michael R Tonks, Gregory S Rohrer, Amanda R Krause

4D Observations of the initiation of abnormal grain growth in commercially pure Ni Journal Article

In: Scripta materialia, vol. 264, no. 116715, pp. 116715, 2025.

Links | BibTeX

195.
Dataset on guided waves from long-term structural health 
 monitoring under uncontrolled and dynamic conditions

Kang Yang, Zekun Yang, Hanbo Yang, Junkai Zhou, Zhongzheng Ren Zhang, Linyuan Wang, Zhihui Tian, Sungwon Kim, J Harley

Dataset on guided waves from long-term structural health monitoring under uncontrolled and dynamic conditions Miscellaneous

2025.

Abstract | Links | BibTeX

194.
Baseline optimized autoencoder-based unsupervised anomaly 
 detection in uncontrolled dynamic structural health monitoring

Kang Yang, Tianqi Liu, Zekun Yang, Yang Zhou, Zhihui Tian, Nam H Kim, Joel B Harley

Baseline optimized autoencoder-based unsupervised anomaly detection in uncontrolled dynamic structural health monitoring Journal Article

In: Structural health monitoring, pp. 14759217251324107, 2025.

Abstract | Links | BibTeX

193.
Statistical Thresholding of Ultrasonic Amplitude Maps for 
 Automated Damage Segmentation

Lee Shi Yn, Zairil Zaludin, Joel B Harley, Jung-Ryul Lee, Mohammad Yazdi Harmin, Chia Chen Ciang

Statistical Thresholding of Ultrasonic Amplitude Maps for Automated Damage Segmentation Journal Article

In: Journal of Aeronautics, Astronautics and Aviation, vol. 57, no. 3S, pp. 319–327, 2025.

Abstract | Links | BibTeX

192.
Evaluating recruitment methods for selection bias: A large, 
 experimental study of hand biomechanics

Maximillian T Diaz, Lavanya Durai, Kalyn M Kearney, Erica M Lindbeck, Isaly Tappan, Joel B Harley, Jennifer A Nichols

Evaluating recruitment methods for selection bias: A large, experimental study of hand biomechanics Journal Article

In: Journal of biomechanics, vol. 182, no. 112558, pp. 112558, 2025.

Abstract | Links | BibTeX

191.
Optimal principal component and measurement interval selection 
 for PCA reconstruction-based anomaly detection in uncontrolled 
 structural health monitoring

Kang Yang, Kang Gao, Junkai Zhou, Chao Gao, Tingsong Xiao, Harsha Vardhan Tetali, Joel B Harley

Optimal principal component and measurement interval selection for PCA reconstruction-based anomaly detection in uncontrolled structural health monitoring Journal Article

In: Ultrasonics, no. 107632, pp. 107632, 2025.

Abstract | Links | BibTeX

190.
Improving unsupervised long-term damage detection in an 
 uncontrolled environment through noise-augmentation strategy

Kang Yang, Chao Zhang, Hanbo Yang, Linyuan Wang, Nam H Kim, Joel B Harley

Improving unsupervised long-term damage detection in an uncontrolled environment through noise-augmentation strategy Journal Article

In: Mechanical systems and signal processing, vol. 224, no. 112076, pp. 112076, 2025.

Links | BibTeX

189.

Ziqin Ding, Si Chen, Hanbo Yang, Kang Yang, Vladimir A Rakov, Joel B Harley, Yanan Zhu

Identification of lightning strikes to towers using machine-learning approach Miscellaneous

105th Annual Meeting of the American Meteorological Society, 2025.

Abstract | Links | BibTeX

188.
Improved PCA reconstruction-based unsupervised anomaly  detection in uncontrolled structural health monitoring with  correntropy

Kang Yang, Zhenhan Lin, Zekun Yang, Zhihui Tian, Jie Ma, José C Príncipe, Joel B Harley

Improved PCA reconstruction-based unsupervised anomaly detection in uncontrolled structural health monitoring with correntropy Journal Article

In: IEEE transactions on industrial informatics, vol. PP, no. 99, pp. 1–11, 2025.

Abstract | Links | BibTeX

2024

187.

Zhou Tang, Jiayi Song, Igor Bretas, Liza Garcia, Luana Queiroz, Yifei Suo, Cristian Erazo, Joel Harley, Alina Zare, Ebrahim Babaeian, Nikolaos Tziolas, Sabine Grunwald, Jose Dubeux, Chang Zhao

Spatial prediction of soil organic carbon stocks across grazing lands in Florida using earth observation and deep neural networks Miscellaneous

American Geophysical Union Annual Meeting, 2024.

Abstract | Links | BibTeX

186.

Liza Garcia, Jose C B Dubeux, Igor Lima Bretas, Luana M Dantas Queiroz, Cristian T E Mendes, Chang Zao, Joel Harley, Alina Zare, Zhou Tang

Exploring Soil Carbon Sequestration Potential in Florida: A Comparative Analysis of Beef Cattle Management Practices Miscellaneous

ASA, CSSA, SSSA International Annual Meeting, 2024.

Abstract | Links | BibTeX

185.
Estimating soil mineral nitrogen from data-sparse field 
 experiments using crop model-guided deep learning approach

Rishabh Gupta, Satya K Pothapragada, Weihuang Xu, Prateek Kumar Goel, Miguel A Barrera, Mira S Saldanha, Joel B Harley, Kelly T Morgan, Alina Zare, Lincoln Zotarelli

Estimating soil mineral nitrogen from data-sparse field experiments using crop model-guided deep learning approach Journal Article

In: Computers and electronics in agriculture, vol. 225, no. 109355, pp. 109355, 2024.

Abstract | Links | BibTeX

184.
From simulation to reality: Predicting torque with fatigue onset 
 via transfer learning

Kalyn M Kearney, Tamara Ordonez Diaz, Joel B Harley, Jennifer A Nichols

From simulation to reality: Predicting torque with fatigue onset via transfer learning Journal Article

In: IEEE transactions on neural systems and rehabilitation engineering: a publication of the IEEE Engineering in Medicine and Biology Society, vol. 32, pp. 3669–3676, 2024.

Abstract | Links | BibTeX

183.
UHPC Fresh Chloride Limit Testing

Raid S Alrashidi, Rami Zamzami, Megan S Voss, Daniel J Alabi, Christopher C Ferraro, H R Hamilton, Joel B Harley, Kyle A Riding

UHPC Fresh Chloride Limit Testing Journal Article

In: Special Publication of the American Concrete Institute, vol. 363, pp. 1–20, 2024.

Abstract | Links | BibTeX

182.
Lamb wave anomaly detection by ensembling spatial and wavenumber 
 domains

Woohyun Eum, G Austin Simon, Charlie Tran, Joel B Harley

Lamb wave anomaly detection by ensembling spatial and wavenumber domains Proceedings Article

In: Annual Review of Progress in Quantitative Nondestructive Evaluation, pp. V001T07A005, American Society of Mechanical Engineers, 2024.

Abstract | Links | BibTeX

181.

Megan S Voss, Daniel Alabi, Raid S Alrashidi, Taylor A Rawlinson, Christopher C Ferraro, H R Hamilton, Joel B Harley, Kyle A Riding

Development of Modified Double-Punch Test for Quality-Control Testing of UHPC Tensile Performance Journal Article

In: Special Publication, vol. 363, pp. 38–59, 2024.

Abstract | Links | BibTeX

180.
Electromagnetic Sensor for the Nondestructive Testing of 
 Ultra-High Performance Concrete

Daniel J Alabi, Megan S Voss, Raid S Alrashidi, Christopher C Ferraro, Kyle Riding, Joel B Harley

Electromagnetic Sensor for the Nondestructive Testing of Ultra-High Performance Concrete Journal Article

In: Special Publication of the American Concrete Institute, vol. 363, pp. 21–37, 2024.

Abstract | Links | BibTeX

179.
Surrogate simulation of subject-specific lateral pinch via deep 
 learning

Erica M Lindbeck, Maximillian T Diaz, Jennifer A Nichols, Joel B Harley

Surrogate simulation of subject-specific lateral pinch via deep learning Proceedings Article

In: Proc. of the Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., pp. 1–4, IEEE, 2024.

Abstract | Links | BibTeX

178.
Quantifying heterogeneous ecosystem services with multi-label 
 soft classification

Zhihui Tian, John Upchurch, G Austin Simon, José Dubeux, Alina Zare, Chang Zhao, Joel B Harley

Quantifying heterogeneous ecosystem services with multi-label soft classification Proceedings Article

In: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, pp. 427–431, IEEE, 2024.

Links | BibTeX

177.
Reliability assessment of guided wave damage localization with 
 deep learning uncertainty quantification methods

Ishan D Khurjekar, Joel B Harley

Reliability assessment of guided wave damage localization with deep learning uncertainty quantification methods Journal Article

In: NDT & E international: independent nondestructive testing and evaluation, vol. 144, no. 103099, pp. 103099, 2024.

Abstract | Links | BibTeX

196 entries « 1 of 10 »