A PYTHON CODE TO SIMULATE TDS EXPERIMENTS AND INTERPRET DATA USING MACHINE LEARNING

A Python GUI to rigorously simulate hydrogen desorption and interpret trapping data using Artificial Neural Networks, extending TDS Simulator to Python and incorporating ML. See: https://tdssimulator.web.ox.ac.uk/

Paper: N. Marrani, T. Hageman, E. Martínez-Pañeda. A neural network machine-learning approach for characterising hydrogen trapping parameters from TDS experiments. International Journal of Hydrogen Energy 167, 150874 (2025)