Dataset for "Reconstruction of Excitation Waves from Mechanical Deformation using Physics-Informed Neural Networks"

Archive consisting of the synthetic datasets used in "Reconstruction of Excitation Waves from Mechanical Deformation using Physics-Informed Neural Networks" (https://doi.org/10.1038/s41598-024-67597-3) as well as the results after PINN optimization. Datasets include the electrical simulation data, generated active tension and resulting deformation. The PINN_results.zip file covers all results discussed in the paper. Short txt files give more information on the data format. The code used to create the synthetic dataset, construct and optimize the PINNs, and generate the figures from the paper can be found on https://gitlab.com/heartkor/scripts-2d-deformation-pinn.