Data-Driven Computing in Elasticity via Chebyshev Approximation

This repo consists of all the codes and dataset of the research paper, “Data-driven computing in elasticity via Chebyshev Approximation“.
The following are the graphs of the detailed comparison :
— | Chebyshev Function | Kernel Regression | Polynomial Fitting | Neural Network |
---|---|---|---|---|
— | Description | Description | Description | Description |
Load Multiplier | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
— | ![]() |
![]() |
![]() |
![]() |
Issue / Want to Contribute ? :
Open a new issue or do a pull request incase your are facing any difficulty with the code base or you want to contribute to it.