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1. p-Laplacian_GCNs p-Laplacian_GCNs Public

   From Simone Scala's Master Thesis in Applied Mathematics: applications in Graph Convolutional Neural Networks of the discretized differential p-Laplacian operator as a convolution filter. Numerical…

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2. IDC IDC Public

   Neural network response optimization via Iterative Domain Contraction (IDC). We present a derivative-free optimization framework for determining optimal operating conditions of systems modeled by t…

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3. idc-sci2026 idc-sci2026 Public

   Reproduction code, data, and manuscript for "Diseño industrial óptimo con redes neuronales" (SCI 2026): derivative-free optimization of neural-network surrogates with Iterative Domain Contraction (…

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4. router_constraints router_constraints Public

   Reproduction code for a router that projects samples onto nonlinear, discrete, and output-coupled constraints over a frozen neural-network surrogate — feasible-by-construction optimization over NN …

   Python