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  1. sembra-framework sembra-framework Public

    Surrogate framework for dielectric elastomer membrane instability — voltage-controlled (sembra_vc) and charge-controlled (sembra_cc) packages, companion code to the paper by Kumar, Mathur, and DasG…

    Jupyter Notebook

  2. uq-stress-surrogate-lbracket uq-stress-surrogate-lbracket Public

    Fast stress prediction with built-in reliability: a GNN surrogate that knows when to trust itself and when to defer to FEA simulation.

    Python