ElasticityPINN

ElasticityPINN is a ...

Table of Contents

• Overview
• Usage
• Documentation
• Authors
• Citing ElasticityPINN
• License
• Institutional support
• Funding
• Contact

Overview

ElasticityPINN was developed to ...

Usage

To get started with ElasticityPINN, follow these steps:

1. Clone the repository:

   git clone https://github.com/estevaofuzaro98/ElasticityPINN.git

2. Navigate to the package directory:

   cd ElasticityPINN

Documentation

The routines in ElasticityPINN are well-commented to explain their functionality. The main routine was coded in Python Notebook within useful comments along the cells.......

Authors

• Estevão Fuzaro de Almeida
• Samuel da Silva

Citing ElasticityPINN

If you use ElasticityPINN in your research, please cite the following publication:

• E. F. Almeida, S. Silva, Some Regards on using Physics-Informed Neural Networks for Solving Two-Dimensional Elasticity Problems, Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2025 http://dx.doi.org/10.000/doi2bedefined

@article{Almeida2025,
   author       = {E. F. Almeida and S. Silva},
   title        = {Some Regards on using Physics-Informed Neural Networks for Solving Two-Dimensional Elasticity Problems},
   year         = {2025},
   journal      = {Journal of the Brazilian Society of Mechanical Sciences and Engineering},
   volume.      = {XX},
   pages        = {XXXXX},
   note         = {10.000/doi2bedefined},
}

License

ElasticityPINN is released under the MIT license. See the LICENSE file for details. All new contributions must be made under the MIT license.

Institutional support

   

Funding

• São Paulo Research Foundation (FAPESP), grant number 2022/16156-9
• National Council for Scientific and Technological Development (CNPq/Brazil), grant number 309467/2023-3
• National Institute of Science and Technology, Smart Structures in Engineering (INCT-EIE)
  • Funded by the Brazilian agencies:
    • CNPq, grant number 406148/2022-8
    • Coordination for the Improvement of Higher Education Personnel (CAPES)
    • Minas Gerais State Research Support Foundation (FAPEMIG)

Contact

For any questions or further information, please contact the authors at:

• Estevão Fuzaro de Almeida: estevao.fuzaro@unesp.br
• Samuel da Silva: samuel.silva13@unesp.br