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Journal Articles

Unsupervised Denoising and Super-Resolution of Vascular Flow Data by Physics-Informed Machine Learning

Théophile Sautory, Shawn C. Shadden
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. September 2024, 146(9): 091006.
Paper No: BIO-23-1404
https://doi.org/10.1115/1.4065165
Published Online: April 17, 2024
View Article titled, Unsupervised Denoising and Super-Resolution of Vascular Flow Data by Physics-Informed Machine Learning
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Topics: Flow (Dynamics), Resolution (Optics), Pressure, Geometry, Physics, Noise (Sound), Machine learning
Journal Articles

LinFlo-Net: A Two-Stage Deep Learning Method to Generate Simulation Ready Meshes of the Heart

Arjun Narayanan, Fanwei Kong, Shawn Shadden
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. July 2024, 146(7): 071005.
Paper No: BIO-23-1335
https://doi.org/10.1115/1.4064527
Published Online: March 21, 2024
View Article titled, LinFlo-Net: A Two-Stage Deep Learning Method to Generate Simulation Ready Meshes of the Heart
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Topics: Deep learning, Deformation, Flow (Dynamics), Simulation, Collapse, Biological tissues, Physics
Journal Articles

A Physics-Guided Neural Operator Learning Approach to Model Biological Tissues From Digital Image Correlation Measurements

Huaiqian You, Quinn Zhang, Colton J. Ross, Chung-Hao Lee, Ming-Chen Hsu, Yue Yu
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. December 2022, 144(12): 121012.
Paper No: BIO-22-1106
https://doi.org/10.1115/1.4055918
Published Online: October 28, 2022
View Article titled, A Physics-Guided Neural Operator Learning Approach to Model Biological Tissues From Digital Image Correlation Measurements
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Topics: Biological tissues, Deformation, Displacement, Modeling, Physics, Valves, Constitutive equations, Testing, Errors
Journal Articles

Special Issue: Data-Driven Methods in Biomechanics

Adrian Buganza Tepole, Jessica Zhang, Hector Gomez
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Guest Editorial
J Biomech Eng. December 2022, 144(12): 120301.
Paper No: BIO-22-1254
https://doi.org/10.1115/1.4055830
Published Online: October 28, 2022
View Article titled, Special Issue: Data-Driven Methods in Biomechanics
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Topics: Biomechanics, Physics
Journal Articles

A Feature-Encoded Physics-Informed Parameter Identification Neural Network for Musculoskeletal Systems

Karan Taneja, Xiaolong He, QiZhi He, Xinlun Zhao, Yun-An Lin, Kenneth J. Loh, Jiun-Shyan Chen
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. December 2022, 144(12): 121006.
Paper No: BIO-22-1137
https://doi.org/10.1115/1.4055238
Published Online: September 19, 2022
View Article titled, A Feature-Encoded Physics-Informed Parameter Identification Neural Network for Musculoskeletal Systems
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Topics: Dynamics (Mechanics), Muscle, Musculoskeletal system, Signals, Tendons, Artificial neural networks, Physics, Electromyography
Journal Articles

Physics Doesn't Bite—A Simple Experiment for Introducing Biomechanical Operational Principles of the Temporomandibular Joint

Daniel Dziob, Marcin Młynarczyk, Tomasz Rok, Grzegorz Tatoń, Bartosz Lisowski
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Design Innovation Paper
J Biomech Eng. December 2021, 143(12): 125001.
Paper No: BIO-21-1171
https://doi.org/10.1115/1.4052756
Published Online: October 28, 2021
View Article titled, Physics Doesn't Bite—A Simple Experiment for Introducing Biomechanical Operational Principles of the Temporomandibular Joint
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Topics: Biomechanics, Calibration, Levers, Physics, Strain gages, Students, Biomedicine, Circuits, Torque, Stress
Journal Articles

Physics-Based Seated Posture Prediction for Pregnant Women and Validation Considering Ground and Seat Pan Contacts

Bradley Howard, Aimee Cloutier, Jingzhou (James) Yang
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research Papers
J Biomech Eng. July 2012, 134(7): 071004.
https://doi.org/10.1115/1.4007006
Published Online: July 13, 2012
View Article titled, Physics-Based Seated Posture Prediction for Pregnant Women and Validation Considering Ground and Seat Pan Contacts
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Topics: Kinematics, Physics, Torque, Design, Optimization, Simulation results
Journal Articles

Special Issue

Michael S. Sacks, Ph.D., Rudolph Gleason, Ph.D.
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Editorial
J Biomech Eng. October 2009, 131(10): 100201.
https://doi.org/10.1115/1.3254319
Published Online: October 14, 2009
View Article titled, Special Issue
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Topics: Biological tissues, Physics
Journal Articles

Simulation of Blast-Induced Early-Time Intracranial Wave Physics leading to Traumatic Brain Injury

Paul A. Taylor, Corey C. Ford
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research Papers
J Biomech Eng. June 2009, 131(6): 061007.
https://doi.org/10.1115/1.3118765
Published Online: April 27, 2009
View Article titled, Simulation of Blast-Induced Early-Time Intracranial Wave Physics leading to Traumatic Brain Injury
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Topics: Brain, Simulation, Stress, Traumatic brain injury, Waves, Wounds, Pressure, Physics, Shear (Mechanics)
Journal Articles

A Method to Study Intracellular Ice Nucleation

K. Tatsutani, B. Rubinsky
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research Papers
J Biomech Eng. February 1998, 120(1): 27–31.
https://doi.org/10.1115/1.2834302
Published Online: February 1, 1998
View Article titled, A Method to Study Intracellular Ice Nucleation
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Topics: Ice, Nucleation (Physics), Biology, Cancer, Freezing, Low temperature, Optical microscopy, Physics, Solidification, Temperature
Journal Articles

Electro-Mechanical Behavior of Wet Bone—Part I: Theory

N. Guzelsu, S. Saha
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research Papers
J Biomech Eng. August 1984, 106(3): 249–261.
https://doi.org/10.1115/1.3138490
Published Online: August 1, 1984
View Article titled, Electro-Mechanical Behavior of Wet Bone—Part I: Theory
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Topics: Bone, Electromechanical effects, Electrolytes, Hydrogen, Ions, Mechanical properties, Physics