AiHiii

Description

AI on base of FE simulations with HIII dummy. Code base for data generation and evaluation, machine learning trial generation and evaluation.

The code base was generated during the doctorate studies. The title of the dissertation is: 'Accelerated Virtual Evaluation of Restraint System Performance for Vehicle Occupants with Varying Body Shapes'.

The required databases were published under DOI 10.5281/zenodo.14610182. The Results of machine learning under the DOI 10.5281/zenodo.14608924. The related Finite Element Simulation were published under the DOIs 10.5281/zenodo.13998073, 10.5281/zenodo.14000052, 10.5281/zenodo.14000145, 10.5281/zenodo.13998257, 10.5281/zenodo.14000200.

Author

• Franz Plaschkies (Technische Hochschule Ingolstadt)

Project Organization

├── LICENSE
├── README.md                <- The top-level README
├── data                     <- Databases
│
├── jupyter                  <- Jupyter notebooks
│
├── requirements.txt         <- pip freeze > requirements.txt`
│
├── src                      <- Source code for use in this project.
│
└── pyarmor_runtime_000000   <- Required to run obfuscated 
                                src/utils/CfCFilter.py
				src/utils/iso18571.py