- Introduced a new thickness data file `widthsH60_B34.txt` for hysteretic curves.
- Updated the path for thickness data in `hysteretic_curves.py` to include the base and width parameters.
- Modified the loop structure in `hysteretic_curves.py` to ensure thickness data aligns with case folders.
- Enhanced the prediction script `predict_hysteretic_curves.py` with cross-validation strategies and improved training logic.
- Implemented Leave-One-Out and K-Fold cross-validation based on the number of training cases.
- Adjusted model training to handle full training pool without validation and added detailed logging for trials.
- Improved memory management and error handling during training and validation processes.