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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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  • Optimal-Design-layout
  • RESILINK_surrogate_optimization_Optim...
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  • Joaquín Irazábal González's avatar
    Refine optimization methodology and enhance surrogate model descriptions in manuscript · e27d5af6
    Joaquín Irazábal González authored May 19, 2026
    - Clarified the description of FEM simulations and loading patterns based on device height.
    - Improved the explanation of damage indicators and their computation for optimization.
    - Updated the definitions of local shear distortion and its role in energy dissipation.
    - Enhanced the description of supervised ML surrogate models and their training process.
    - Added detailed hyperparameter search spaces for various models used in Bayesian optimization.
    - Revised the objective function formulation to emphasize damage control and energy dissipation balance.
    - Improved clarity in the penalty definitions for window and frame damage.
    - Summarized the validation process for optimized geometries and the iterative nature of the optimization loop.
    e27d5af6
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