FE Head Impact Simulations
Related Publications
- Local and Global Effects of Inertial Force Components Producing Brain Strain During Head Impacts
- Rapid Estimation of Entire Brain Strain Using Deep Learning Models
- The Relationship Between Brain Injury Criteria and Brain Strain Across Different Types of Head Impacts Can Be Different
- Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation
- Finding the Spatial Co-Variation of Brain Deformation With Principal Component Analysis
- Piecewise Multivariate Linearity Between Kinematic Features and Cumulative Strain Damage Measure (CSDM) Across Different Types of Head Impacts
- Time Window of Head Impact Kinematics Measurement for Calculation of Brain Strain and Strain Rate in American Football
- Brain strain rate response: Addressing computational ambiguity and experimental data for model validation
- Differences between two maximal principal strain rate calculation schemes in traumatic brain analysis with in-vivo and in-silico datasets
- Brain Deformation Estimation With Transfer Learning for Head Impact Datasets Across Impact Types
- Adaptive Machine Learning Head Model Across Different Head Impact Types Using Unsupervised Domain Adaptation and Generative Adversarial Networks
- AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction
- Machine-learning-based head impact subtyping based on the spectral densities of the measurable head kinematics
Introduction
FE Head Impact Simulations contains MATLAB code for finite element simulations of head impacts. The repository supports modeling the dynamic biomechanical behavior of the human head during impact and analyzing the resulting stress and strain distributions, helping users reproduce and extend head-injury biomechanics workflows.
中文介绍
FE Head Impact Simulations 收录了用于头部冲击有限元仿真的 MATLAB 代码。该仓库可用于模拟人体头部在动态冲击过程中的生物力学响应，并分析相应的应力、应变分布，便于复现和扩展创伤性脑损伤相关的生物力学分析流程。