Topics: Anisotropy , Finite element analysis , Inverse problems , Mechanical properties , Skin , Suction , Finite element model , Probes , Deformation , Pressure

Universal Solution Manifold Networks (USM-Nets): Non-Intrusive Mesh-Free Surrogate Models for Problems in Variable Domains

Francesco Regazzoni, Stefano Pagani, Alfio Quarteroni

J Biomech Eng. December 2022, 144(12): 121004. doi: https://doi.org/10.1115/1.4055285

Abstract

View articletitled, Universal Solution Manifold Networks (USM-Nets): Non-Intrusive Mesh-Free Surrogate Models for Problems in Variable Domains

Open the PDF for in another window

Topics: Approximation , Artificial neural networks , Bifurcation , Geometry , Manifolds , Pressure , Cavities , Boundary-value problems , Shapes , Reynolds number

Multi-Fidelity Gaussian Process Surrogate Modeling of Pediatric Tissue Expansion

Tianhong Han, Kaleem S. Ahmed, Arun K. Gosain, Adrian Buganza Tepole, Taeksang Lee

J Biomech Eng. December 2022, 144(12): 121005. doi: https://doi.org/10.1115/1.4055276

Abstract

View articletitled, Multi-Fidelity Gaussian Process Surrogate Modeling of Pediatric Tissue Expansion

Open the PDF for in another window

Topics: Biological tissues , Deformation , Pediatrics , Skin , Uncertainty , Finite element model

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

J Biomech Eng. December 2022, 144(12): 121006. doi: https://doi.org/10.1115/1.4055238

Abstract

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

Open the PDF for in another window

Topics: Dynamics (Mechanics) , Muscle , Musculoskeletal system , Signals , Tendons , Artificial neural networks , Physics , Electromyography

Gait Phase Detection in Walking and Stairs Using Machine Learning

Valerie V. Bauman, Scott C. E. Brandon

J Biomech Eng. December 2022, 144(12): 121007. doi: https://doi.org/10.1115/1.4055504

Abstract

View articletitled, Gait Phase Detection in Walking and Stairs Using Machine Learning

Supplementary data

Open the PDF for in another window

Topics: Machine learning , Signals , Stairs , Filters , Sensors , Knee

Generating Human Arm Kinematics Using Reinforcement Learning to Train Active Muscle Behavior in Automotive Research

Sayak Mukherjee, Daniel Perez-Rapela, Jason L. Forman, Matthew B. Panzer

J Biomech Eng. December 2022, 144(12): 121008. doi: https://doi.org/10.1115/1.4055680

Abstract

View articletitled, Generating Human Arm Kinematics Using Reinforcement Learning to Train Active Muscle Behavior in Automotive Research

Open the PDF for in another window

Topics: Muscle , Stress , Modal assurance criterion , Kinematics , Control equipment , Reinforcement learning

Reducing Geometric Uncertainty in Computational Hemodynamics by Deep Learning-Assisted Parallel-Chain MCMC

Pan Du, Jian-Xun Wang

J Biomech Eng. December 2022, 144(12): 121009. doi: https://doi.org/10.1115/1.4055809

Abstract

View articletitled, Reducing Geometric Uncertainty in Computational Hemodynamics by Deep Learning-Assisted Parallel-Chain MCMC

Open the PDF for in another window

Topics: Algorithms , Aorta , Chain , Computational fluid dynamics , Flow (Dynamics) , Hemodynamics , Modeling , Simulation , Uncertainty , Artificial neural networks

Neural Network Approaches for Soft Biological Tissue and Organ Simulations

Michael S. Sacks, Shruti Motiwale, Christian Goodbrake, Wenbo Zhang

J Biomech Eng. December 2022, 144(12): 121010. doi: https://doi.org/10.1115/1.4055835

Abstract

View articletitled, Neural Network Approaches for Soft Biological Tissue and Organ Simulations

Open the PDF for in another window

Topics: Artificial neural networks , B-splines , Simulation , Soft tissues , Finite element analysis , Modeling

Feasibility of Vascular Parameter Estimation for Assessing Hypertensive Pregnancy Disorders

Georgios Kissas, Eileen Hwuang, Elizabeth W. Thompson, Nadav Schwartz, John A. Detre, Walter R. Witschey, Paris Perdikaris

J Biomech Eng. December 2022, 144(12): 121011. doi: https://doi.org/10.1115/1.4055679

Abstract

View articletitled, Feasibility of Vascular Parameter Estimation for Assessing Hypertensive Pregnancy Disorders

Open the PDF for in another window

Topics: Aorta , Flow (Dynamics) , Magnetic resonance imaging , Pressure , Vessels , Waves , Geometry , Algorithms

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

J Biomech Eng. December 2022, 144(12): 121012. doi: https://doi.org/10.1115/1.4055918

Abstract

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

Open the PDF for in another window

Topics: Biological tissues , Deformation , Displacement , Modeling , Physics , Valves , Constitutive equations , Testing , Errors

All Issues

Email alerts

Accepted Manuscript Alert

New Issue Alert

RSS Feeds

Open Issues RSS Feed

Latest
Most Read
Most Cited

How Irregular Geometry and Flow Waveform Affect Pulsating Arterial Mass Transfer

J Biomech Eng (December 2024)

Study of the Mechanism of Perceived Rotational Acceleration of a Bionic Semicircular Canal on the Basis of the “Circular Geometry Hypothesis”

J Biomech Eng (January 2025)

Phenomenological Muscle Constitutive Model With Actin–Titin Binding for Simulating Active Stretching

J Biomech Eng (January 2025)

Image-Based Estimation of Left Ventricular Myocardial Stiffness

J Biomech Eng (January 2025)

Cigarette Smoke Exposure Impairs Fracture Healing in a Rat Model: Preferential Impairment of Endochondral over Membranous Healing

J Biomech Eng

Special Issue: Data-Driven Methods in Biomechanics

Guest Editorial

Special Issue: Data-Driven Methods in Biomechanics

Research Papers

Data-Driven Simulation of Fisher–Kolmogorov Tumor Growth Models Using Dynamic Mode Decomposition

Enhancing Mechanical Metamodels With a Generative Model-Based Augmented Training Dataset

Bayesian Inference With Gaussian Process Surrogates to Characterize Anisotropic Mechanical Properties of Skin From Suction Tests

Universal Solution Manifold Networks (USM-Nets): Non-Intrusive Mesh-Free Surrogate Models for Problems in Variable Domains

Multi-Fidelity Gaussian Process Surrogate Modeling of Pediatric Tissue Expansion

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

Gait Phase Detection in Walking and Stairs Using Machine Learning

Generating Human Arm Kinematics Using Reinforcement Learning to Train Active Muscle Behavior in Automotive Research

Reducing Geometric Uncertainty in Computational Hemodynamics by Deep Learning-Assisted Parallel-Chain MCMC

Neural Network Approaches for Soft Biological Tissue and Organ Simulations

Feasibility of Vascular Parameter Estimation for Assessing Hypertensive Pregnancy Disorders

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

Email alerts

RSS Feeds

ASME Journals

ASME Conference Proceedings

ASME eBooks

Resources

Opportunities

Issues

Special Issue: Data-Driven Methods in Biomechanics

Guest Editorial

Research Papers

Email alerts

RSS Feeds

ASME Journals

ASME Conference Proceedings

ASME eBooks

Resources

Opportunities

This Feature Is Available To Subscribers Only