Publications

Journal Publications

Physics-Driven Machine Learning

H.V. Tetali, B.D. Haeffele, J.B. Harley, “Wave Physics-Informed Matrix Factorizations,” IEEE Transactions on Signal Processing, vol. 72, pp. 535-548, January 2024. DOI: 10.1109/TSP.2023.3348948
Harsha Vardhan Tetali, Joel Harley, “A physics-informed machine learning based dispersion curve estimation for non-homogeneous media,” Proceeding of Meetings on Acoustics, vol. 152, no. 4, pp. A239-A239, December 2022. DOI: 10.1121/2.0001739
Ishan D Khurjekar, Joel B Harley, “Sim-to-real localization: Environment resilient deep ensemble learning for guided wave damage localization,” The Journal of the Acoustical Society of America, vol. 151, no. 2, pp. 1325-1336, February 2022. DOI: 10.1121/10.0009580
K Supreet Alguri, Chen Ciang Chia, Joel B Harley, “Sim-to-Real: Employing ultrasonic guided wave digital surrogates and transfer learning for damage visualization,” Ultrasonics, vol. 111, pp. 106338, March 2021. DOI: 10.1016/j.ultras.2020.106338
Soroosh Sabeti, Joel B Harley, “Spatio-temporal undersampling: Recovering ultrasonic guided wavefields from incomplete data with compressive sensing,” Mechanical Systems and Signal Processing, vol. 140, pp. 106694, June 2020. DOI: 10.1016/j.ymssp.2020.106694
Soroosh Sabeti, Cara AC Leckey, Luca De Marchi, Joel B Harley, “Sparse wavenumber recovery and prediction of anisotropic guided waves in composites: A comparative study,” IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 66, no. 8, pp. 1352-1363, May 2019. DOI: 10.1109/TUFFC.2019.2918746
Joel B Harley, Chen Ciang Chia, “Statistical partial wavefield imaging using Lamb wave signals,” Structural Health Monitoring, vol. 17, no. 4, pp. 919-935, July 2018. DOI: 10.1177/1475921717727160
K Supreet Alguri, Joseph Melville, Joel B Harley, “Baseline-free guided wave damage detection with surrogate data and dictionary learning,” The Journal of the Acoustical Society of America, vol. 143, no. 6, pp. 3807-3818, June 2018. DOI: 10.1121/1.5042240
Wenbo Zhao, Ming Li, Joel B Harley, Yuanwei Jin, José MF Moura, Jimmy Zhu, “Reconstruction of Lamb wave dispersion curves by sparse representation with continuity constraints,” The Journal of the Acoustical Society of America, vol. 141, no. 2, pp. 749-763, February 2017. DOI: 10.1121/1.4974063
Joel B Harley, José MF Moura, “Data-driven and calibration-free Lamb wave source localization with sparse sensor arrays,” IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 62, no. 8, pp. 1516-1529, August 2015. DOI: 10.1109/TUFFC.2014.006860
Joel B Harley, “Predictive guided wave models through sparse modal representations,” Proceedings of the IEEE, vol. 104, no. 8, pp. 1604-1619, August 2015. DOI: 10.1109/JPROC.2015.2481438
Joel B Harley, José MF Moura, “Dispersion curve recovery with orthogonal matching pursuit,” The Journal of the Acoustical Society of America, vol. 137, no. 1, pp. EL1-EL7, December 2014. DOI: 10.1121/1.4902434
Joel B Harley, “Data-driven, sparsity-based matched field processing for structural health monitoring,” PhD Dissertation, Carnegie Mellon University, pp. 163, 2014.
Joel B Harley, José M.F. Moura, “Sparse Recovery of the Multimodal and Dispersive Characteristics of Lamb Waves,” Journal of the Acoustical Society of America, vol. 133, no. 5, pp. 2732-2745, May 2013. DOI: 10.1121/1.4799805

Structural Health Monitoring

Ishan Khurjekar, Joel B. Harley, “Reliability assessment of guided wave damage localization with deep learning methods,” Nondestructive Testing and Evaluation International, vol. 144, pp. 103099, June 2024.
Evan Benoit, Samuel Kingston, Samuel Hansen, Joel B. Harley, Cynthia Furse, “Capability of Impedance Measurement using Spread Spectrum Time Domain Reflectometry,” IEEE Transactions on Instrumentation & Measurement, vol. 72, pp. 1503709, September 2023. DOI: 10.1109/TIM.2023.3318677
K. Yang, S. Kim, J.B. Harley, “Unsupervised Long-Term Damage Detection in an Uncontrolled Environment Through Optimal Autoencoder,” Mechanical Systems and Signal Processing, vol. 199, pp. 110473, September 2023. DOI: 10.1016/j.ymssp.2023.110473
Kang Yang, Sungwon Kim, Joel B Harley, “Guidelines for effective unsupervised guided wave compression and denoising in long-term guided wave structural health monitoring,” Structural Health Monitoring, vol. 22, no. 4, pp. 2516-2530, July 2023. DOI: 10.1177/14759217221124689
Kang Yang, Sungwon Kim, Joel B Harley, “Improving Long-Term Guided Wave Damage Detection With Measurement Resampling,” IEEE Sensors Journal, vol. 23, no. 7, pp. 7178-7187, February 2023. DOI: 10.1109/JSEN.2023.3242259
Kang Yang, Sungwon Kim, Rongting Yue, Haotian Yue, Joel B Harley, “Long-term guided wave structural health monitoring in an uncontrolled environment through long short-term principal component analysis,” Structural Health Monitoring, vol. 21, no. 4, pp. 1501-1517, July 2022. DOI: 10.1177/14759217211035532
Ayobami S Edun, Cody LaFlamme, Samuel R Kingston, Cynthia M Furse, Michael A Scarpulla, Joel B Harley, “Anomaly Detection of Disconnects Using SSTDR and Variational Autoencoders,” IEEE Sensors Journal, vol. 22, no. 4, pp. 3484-3492, February 2022. DOI: 10.1109/JSEN.2022.3140922
Cody LaFlamme, Evan Benoit, Ayobami Edun, Cynthia M Furse, Paul K Kuhn, Michael A Scarpulla, Joel B Harley, “Quantifying the environmental sensitivity of SSTDR signals for monitoring PV strings,” IEEE Journal of Photovoltaics, vol. 12, no. 1, pp. 381-387, January 2022. DOI: 10.1109/JPHOTOV.2021.3127465
Ayobami S Edun, Kirsten Perry, Joel B Harley, Chris Deline, “Unsupervised azimuth estimation of solar arrays in low-resolution satellite imagery through semantic segmentation and Hough transform,” Applied Energy, vol. 298, pp. 117273, September 2021. DOI: 10.1016/j.apenergy.2021.117273
Sungwon Kim, Spencer Shiveley, Alexander CS Douglass, Yisong Zhang, Rajeev Sahay, Daniel O Adams, Joel B Harley, “Efficient storage and processing of large guided wave data sets with random projections,” Structural Health Monitoring, vol. 20, no. 5, pp. 2513-2524, September 2021. DOI: 10.1177/1475921720960196
Ayobami S Edun, Samuel Kingston, Cody LaFlamme, Evan Benoit, Michael A Scarpulla, Cynthia M Furse, Joel B Harley, “Detection and localization of disconnections in a large-scale string of photovoltaics using SSTDR,” IEEE Journal of Photovoltaics, vol. 11, no. 4, pp. 1097-1104, July 2021. DOI: 10.1109/JPHOTOV.2021.3081437
Ayobami S Edun, Cody LaFlamme, Samuel R Kingston, Harsha Vardhan Tetali, Evan J Benoit, Michael Scarpulla, Cynthia M Furse, Joel B Harley, “Finding faults in PV systems: Supervised and unsupervised dictionary learning with SSTDR,” IEEE Sensors Journal, vol. 21, no. 4, pp. 4855-4865, February 2021. DOI: 10.1109/JSEN.2020.3029707
Alexander CS Douglass, Joel B Harley, “Model-based statistical guided wave damage detection for an aluminum plate,” Structural Health Monitoring, vol. 19, no. 6, pp. 1937-1950, November 2020. DOI: 10.1177/1475921720909502
Joel B Harley, Chang Liu, Irving J Oppenheim, José MF Moura, “Managing complexity, uncertainty, and variability in guided wave structural health monitoring,” SICE Journal of Control, Measurement, and System Integration, vol. 10, no. 5, pp. 325-336, 2017. DOI: 10.9746/jcmsi.10.325
Joel B Harley, José MF Moura, “Data-driven matched field processing for Lamb wave structural health monitoring,” The Journal of the Acoustical Society of America, vol. 135, no. 3, pp. 1231-1244, March 2014. DOI: 10.1121/1.4863651
Yujie Ying, James H Garrett Jr, Joel Harley, Irving J Oppenheim, Jun Shi, Lucio Soibelman, “Damage Detection in Pipes under Changing Environmental Conditions using Embedded Piezoelectric Transducers and Pattern Recognition Techniques,” Journal of Pipeline Systems Engineering and Practice, vol. 4, no. 1, pp. 17-23, March 2013. DOI: 10.1061/(ASCE)PS.1949-1204.0000106
Joel B Harley, José MF Moura, “Scale transform signal processing for optimal ultrasonic temperature compensation,” IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 59, no. 10, pp. 2226-2236, October 2012. DOI: 10.1109/TUFFC.2012.2448
Yujie Ying, Joel Harley, James H Garrett Jr, Yuanwei Jin, Irving J Oppenheim, Jun Shi, Lucio Soibelman, “Applications of machine learning in pipeline monitoring,” Computing in Civil Engineering, pp. 242-249, April 2011. DOI: 10.1061/41182(416)30

Nondestructive Evaluation

D.J. Alabi, M.S. Voss, R.S. Alrashidi, C.C. Ferraro, K. Riding, and J.B. Harley, “Electromagnetic Sensor for the Nondestructive Testing of Ultra-high Performance Concrete (UHPC),” American Concrete Institute Special Publication, vol. 363, pp. 21-37, July 2024.
Nikodem Gazda, Brian Paulsen, Ayobami Edun, Cynthia Furse, Joel B. Harley, “Reducing the Effects of Rain and Moisture on Spread Spectrum Time Domain Reflectometry Monitoring of Photovoltaics,” IEEE Sensors Journal, vol. Early Access, pp. 8, July 2024. DOI: 10.1109/JSEN.2024.3423833
Megan S. Voss, Daniel Alabi, Raid S. Alrashidi, Taylor A. Rawlinson, Christopher C. Ferraro, H. R. Hamilton, Joel B. Harley, and Kyle A. Riding, “Development of Modified Double-Punch Test for Quality-Control Testing of UHPC Tensile Performance,” American Concrete Institute Special Publication, vol. 363, pp. 38-59, July 2024.
Raid S. Alrashidi, Rami Zamzami, Megan S. Voss, Daniel J. Alabi, Christopher C. Ferraro, H. R. Hamilton, Joel B. Harley, and Kyle A. Riding, “UHPC Fresh Chloride Limit Testing,” American Concrete Institute Special Publication, vol. 363, pp. 1-20, July 2024.
Daniel J. Alabi, A. Skarlatos, Kyle A. Riding, Christophe Reboud, Joel B. Harley, “Magnetic Anisotropy Quantification in Steel fiber Reinforced Materials,” NDT&E International, vol. 141, pp. 102995, January 2024. DOI: 10.1016/j.ndteint.2023.102995
Evan Benoit, Joel B. Harley, Cynthia Furse, “Evaluation of Impedance Measurement using Spread Spectrum Time Domain Reflectometry,” IEEE Transactions on Instrumentation & Measurement, vol. 72, pp. 2006008, July 2023. DOI: 10.1109/TIM.2023.3295463
Joel B. Harley, Suhaib Zafar, Charlie Tran, “Tips for Effective Machine Learning in NDT/E,” Materials Evaluation, vol. 81, no. 7, pp. 43-47, July 2023. DOI: 10.32548/2023.me-04358
Daniel J Alabi, Megan Voss, Christopher C Ferraro, Kyle Riding, Joel B Harley, “Electromagnetic method field test for characterizing steel fibers in ultra-high performance concrete (UHPC),” Construction and Building Materials, vol. 374, pp. 130873, April 2023. DOI: 10.1016/j.conbuildmat.2023.130873
Samuel R Kingston, Cody La Flamme, Mashad Uddin Saleh, Hunter Ellis, Evan Benoit, Ayobami Edun, Michael A Scarpulla, Cynthia Furse, Joel B Harley, “Spread Spectrum Time Domain Reflectometry (SSTDR) Digital Twin Simulation of Photovoltaic Systems for Fault Detection and Location.,” Progress in Electromagnetics Research B, vol. 94, pp. 105-126, December 2021. DOI: 10.2528/PIERB21071507
Samuel Kingston, Evan Benoit, Ayobami S Edun, Farhad Elyasichamazkoti, Dawn E. Sweeney, Joel B Harley, Paul K Kuhn, Cynthia M Furse, “A SSTDR methodology, implementations, and challenges,” Sensors, vol. 21, no. 16, pp. 5268, August 2021. DOI: https://doi.org/10.3390/s21165268
Hunter D Ellis, Cody LaFlamme, James R Nagel, Joel B Harley, Cynthia M Furse, “Signals Passing Through Asymmetric Faults in Transmission Lines,” IEEE Sensors Journal, vol. 21, no. 14, pp. 16134-16140, July 2021. DOI: 10.1109/JSEN.2021.3075363
Evan Benoit, Jack Mismash, Samuel R Kingston, Ayobami S Edun, Hunter Ellis, Cody LaFlamme, Michael A Scarpulla, Joel B Harley, Cynthia M Furse, “Quantifying the window of uncertainty for SSTDR measurements of a photovoltaic system,” IEEE Sensors Journal, vol. 21, no. 8, pp. 9890-9899, April 2021. DOI: 10.1109/JSEN.2021.3059412
Samuel R Kingston, Hunter Ellis, Mashad U Saleh, Evan J Benoit, Ayobami Edun, Cynthia M Furse, Michael A Scarpulla, Joel B Harley, “Spread Spectrum Time Domain Reflectometry and Steepest Descent Inversion Spread Spectrum Time Domain Reflectometry and Steepest Descent Inversion,” The Applied Computational Electromagnetics Society Journal (ACES), vol. 36, no. 2, pp. 190-198, February 2021. DOI: 10.47037/2020.ACES.J.360211
Ayobami S Edun, Naveen Kumar Tumkur Jayakumar, Samuel R Kingston, Cynthia M Furse, Michael A Scarpulla, Joel B Harley, “Spread spectrum time domain reflectometry with lumped elements on asymmetric transmission lines,” IEEE Sensors Journal, vol. 21, no. 2, pp. 921-929, January 2021. DOI: 10.1109/JSEN.2020.2967894
Mashad Uddin Saleh, Chris Deline, Evan J Benoit, Samuel R Kingston, Joel B Harley, Cynthia M Furse, Michael A Scarpulla, “Detection and localization of damaged photovoltaic cells and modules using spread spectrum time domain reflectometry,” IEEE Journal of Photovoltaics, vol. 11, no. 1, pp. 195-201, January 2021. DOI: 10.1109/JPHOTOV.2020.3030185
Hunter D Ellis, Mashad Uddin Saleh, Samuel R Kingston, Joel B Harley, Michael A Scarpulla, Evan J Benoit, Cynthia M Furse, “A model for SSTDR signal propagation through photovoltaic strings,” IEEE Journal of Photovoltaics, vol. 10, no. 6, pp. 1846-1852, November 2020. DOI: 10.1109/JPHOTOV.2020.3023801
Samuel R Kingston, Naveen Kumar Tumkur Jayakumar, Mashad Uddin Saleh, Evan J Benoit, Ayobami S Edun, Rujun Sun, Cynthia M Furse, Michael A Scarpulla, Joel B Harley, “Measurement of capacitance using spread spectrum time domain reflectometry (SSTDR) and dictionary matching,” IEEE Sensors Journal, vol. 20, no. 17, pp. 10102-10109, September 2020. DOI: 10.1109/JSEN.2020.2992998
Mashad Uddin Saleh, Chris Deline, Evan Benoit, Samuel Kingston, Ayobami S Edun, Naveen Kumar Tumkur Jayakumar, Joel B Harley, Cynthia Furse, Michael Scarpulla, “An overview of spread spectrum time domain reflectometry responses to photovoltaic faults,” IEEE Journal of Photovoltaics, vol. 10, no. 3, pp. 844-851, May 2020. DOI: 10.1109/JPHOTOV.2020.2972356
Mashad Uddin Saleh, Joel B Harley, Naveen Kumar Tumkur Jayakumar, Samuel Kingston, Evan Benoit, Michael A Scarpulla, Cynthia Furse, “Reflectometry on asymmetric transmission line systems,” Progress In Electromagnetics Research M, vol. 89, pp. 121-130, January 2020. DOI: 10.2528/PIERM19110702
Alexander CS Douglass, Daniel Sparkman, Joel B Harley, “Segmentation of Hidden Delaminations with Pitch–Catch Ultrasonic Testing and Agglomerative Clustering,” Journal of Nondestructive Evaluation, vol. 39, no. 8, pp. , January 2020. DOI: 10.1007/s10921-019-0649-7
Joel B Harley, Mashad Uddin Saleh, Samuel Kingston, Michael A Scarpulla, Cynthia Furse, “Fast transient simulations for multi-segment transmission lines with a graphical model,” Progress In Electromagnetics Research, vol. 165, pp. 67-82, August 2019. DOI: 10.2528/PIER19042105
Naveen Kumar Tumkur Jayakumar, Evan Benoit, Samuel Kingston, Mashad Uddin Saleh, Michael Scarpulla, Joel B Harley, Cynthia Furse, “Postprocessing for improved accuracy and resolution of spread spectrum time-domain reflectometry,” IEEE Sensors Letters, vol. 3, no. 6, pp. 4-Jan, May 2019. DOI: 10.1109/LSENS.2019.2916636
Uddin Saleh, Mashad; Deline, Christopher A; Terwilliger, Kent; McDanold, Byron; Benoit, Evan; Kingston, Samuel; Kumar Tumkur Jayakumar, Naveen; Harley, Joel; Furse, Cynthia; Scarpulla, Michael;, “Spread Spectrum Time Domain Reflectometry for Detecting Accelerated Degradation in Photovoltaic Cells,” IEEE Journal of Photovoltaics, vol. 10, no. 3, pp. 844-851, March 2019. DOI: 10.1109/JPHOTOV.2020.2972356
Mashad Uddin Saleh, Chris Deline, Samuel Kingston, Naveen Kumar Tumkur Jayakumar, Evan Benoit, Joel B Harley, Cynthia Furse, Mike Scarpulla, “Detection and localization of disconnections in PV strings using spread-spectrum time-domain reflectometry,” IEEE Journal of Photovoltaics, vol. 10, no. 1, pp. 236-242, January 2019. DOI: 10.1109/JPHOTOV.2019.2953392
Alexander CS Douglass, Joel B Harley, “Dynamic time warping temperature compensation for guided wave structural health monitoring,” IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 65, no. 5, pp. 851-861, May 2018. DOI: 10.1109/TUFFC.2018.2813278
Mashad Uddin Saleh, Josiah LaCombe, Naveen Kumar Tumkur Jayakumar, Samuel Kingston, Joel Harley, Cynthia Furse, Mike Scarpulla, “Signal propagation through piecewise transmission lines for interpretation of reflectometry in photovoltaic systems,” IEEE Journal of Photovoltaics, vol. 9, no. 2, pp. 506-512, March 2018. DOI: 10.1109/JPHOTOV.2018.2884011
Chang Liu, Joel B Harley, Mario Bergés, David W Greve, Irving J Oppenheim, “Robust ultrasonic damage detection under complex environmental conditions using singular value decomposition,” Ultrasonics, vol. 58, pp. 75-86, April 2015. DOI: 10.1016/j.ultras.2014.12.005
Yujie Ying, James H Garrett Jr, Irving J Oppenheim, Lucio Soibelman, Joel B Harley, Jun Shi, Yuanwei Jin, “Toward data-driven structural health monitoring: application of machine learning and signal processing to damage detection,” Journal of Computing in Civil Engineering, vol. 27, no. 6, pp. 667-680, September 2013. DOI: 10.1061/(ASCE)CP.1943-5487.0000258

Materials Science

Joseph Melville, Vishal Yadav, Lin Yang, Amanda R. Krause, Michael R. Tonks, Joel B. Harley, “An anisotropic physics regularized interpretable machine learning model for grain growth,” Computational Materials Science, vol. 238, pp. 112941, April 2024. DOI: 10.1016/j.commatsci.2024.112941
Bryan Conry, Molly Kole, William R. Burnett, Joel B. Harley, Michael R. Tonks, Michael S. Kesler, Amanda R. Krause, “The Evolution of Grain Boundary Energy in Textured and Untextured Ca-Doped Alumina During Grain Growth,” Journal of the American Ceramic Society, vol. 107, no. 3, pp. 1725-1735, March 2024. DOI: 10.1111/jace.19367
J. Melville, V. Yadav, A.R. Krause, M.R. Tonks, J.B. Harley, “A New Efficient Grain Growth Model using a Random Gaussian-Sampled Mode Filter,” Materials & Design, vol. 237, pp. 112604, January 2024. DOI: 10.1016/j.matdes.2023.112604
Lin Yang, Vishal Yadav, Joseph Melville, Joel B. Harley, Amanda R. Krause, Michael R. Tonks, “A Triple Junction Energy Study Using Inclination-Dependent Anisotropic Monte Carlo Potts model,” Materials & Design, vol. 239, pp. 112763, March 2023. DOI: 10.1016/j.matdes.2024.112763
Ishan Khurjekar, Bryan Conry, Michael S Kesler, Michael Tonks, Amanda R Krause, Joel B Harley, “Automated, High-Accuracy Classification of Textured Microstructures Using a Convolutional Neural Network,” Frontiers in Materials, vol. 10, pp. 25, January 2023. DOI: 10.3389/fmats.2023.1086000
Bryan Conry, Joel B Harley, Michael R Tonks, Michael S Kesler, Amanda R Krause, “Engineering grain boundary anisotropy to elucidate grain growth behavior in alumina,” Journal of the European Ceramic Society, vol. 42, no. 13, pp. 5864-5873, October 2022. DOI: 10.1016/j.jeurceramsoc.2022.06.059
Weishi Yan, Joseph Melville, Vishal Yadav, Kristien Everett, Lin Yang, Michael S Kesler, Amanda R Krause, Michael R Tonks, Joel B Harley, “A novel physics-regularized interpretable machine learning model for grain growth,” Materials & Design, vol. 222, pp. 111032, October 2022. DOI: 10.1016/j.matdes.2022.111032
Lin Yang, Floyd Hilty, Vivekanand Muralikrishnan, Kenneth Silva-Reyes, Joel B Harley, Amanda R Krause, Michael R Tonks, “Calculating the grain boundary inclination of voxelated grain structures using a smoothing algorithm,” Scripta Materialia, vol. 218, pp. 114796, September 2022. DOI: 10.1016/j.scriptamat.2022.114796

Biomechanics

M. T. Diaz, J. B. Harley, J. A. Nichols, “Sensitivity Analysis of Upper Limb Musculoskeletal Models during Isometric and Isokinetic Tasks,” Journal of Biomechanical Engineering, vol. 146, no. 2, pp. 021005, February 2024. DOI: 10.1115/1.4064056
I. Tappan, E. M. Lindbeck, J. A. Nichols, J.B. Harley, “Explainable AI Elucidates Musculoskeletal Biomechanics: A Case Study using Wrist Surgeries,” Annals of Biomedical Engineering, vol. 52, pp. 498-509, February 2024. DOI: 10.1007/s10439-023-03394-9
Nicholas J. Jackson, Koen Flores, Andrew Blake, Joel B. Harley, Christopher W. Reb, Jennifer A. Nichols, “The Center-Center Image Closely Approximates Other Methods for Syndesmosis Reduction Clamp Placement,” Foot & Ankle Specialist, vol. OnlineFirst, pp. 19386400231213741, December 2023. DOI: 10.1177/19386400231213741
E.M. Lindbeck, M.T. Diaz, J.A. Nichols, J.B. Harley, “Predictions of thumb, hand, and arm muscle parameters derived using force measurements of varying complexity and neural networks,” Journal of Biomechanics, vol. 161, pp. 111834, December 2023. DOI: 10.1016/j.jbiomech.2023.111834
K.M. Kearney, J.B. Harley, J.A. Nichols, “Inverse Distance Weighting to Rapidly Generate Large Simulation Datasets,” Journal of Biomechanics, vol. 158, pp. 111764, September 2023. DOI: 10.1016/j.jbiomech.2023.111764
Kalyn M Kearney, Joel B Harley, Jennifer A Nichols, “Classifying muscle parameters with artificial neural networks and simulated lateral pinch data,” Plos one, vol. 16, no. 9, pp. e0255103, September 2021. DOI: 10.1371/journal.pone.0255103
Yi Tang, Samuel M Brown, Jeff Sorensen, Joel B Harley, “Physiology-informed real-time mean arterial blood pressure learning and prediction for septic patients receiving norepinephrine,” IEEE Transactions on Biomedical Engineering, vol. 68, no. 1, pp. 181-191, January 2021. DOI: 10.1109/TBME.2020.2997929
Yi Tang, Samuel Brown, Jeff Sorensen, Joel B Harley, “Reduced rank least squares for real-time short term estimation of mean arterial blood pressure in septic patients receiving norepinephrine,” IEEE Journal of Translational Engineering in Health and Medicine, vol. 7, pp. 4100209, June 2019. DOI: 10.1109/JTEHM.2019.2919020

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