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2026_Article_RESILINK_ML
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  • Joaquín Irazábal González
  • 2026_Article_RESILINK_ML
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  • 2026_Article_RESILINK_ML
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  • Joaquín Irazábal González's avatar
    Add hysteretic curve plotting and LSTM prediction scripts · 134df7bd
    Joaquín Irazábal González authored Feb 12, 2026
    - Introduced `plot_data_hysteretic_curves.py` for visualizing envelope curves, energy degradation, and stiffness degradation from cycle-level data.
    - Implemented `predict_hysteretic_curves.py` to create a sliding window dataset for training an LSTM model to predict hysteretic force-displacement curves.
    - Enhanced the manuscript with updated references to force-displacement relationships and clarified the role of LSTM models in the optimization framework.
    - Updated manuscript files to reflect changes in the document structure and content.
    134df7bd
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