KKT-Hardnet enforces hard nonlinear equality and inequality constraints in neural network outputs via a differentiable KKT projection layer, reducing constraint violations to near machine precision.
M Faruque Hasan
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Physics-Informed Neural Networks with Hard Nonlinear Equality and Inequality Constraints
KKT-Hardnet enforces hard nonlinear equality and inequality constraints in neural network outputs via a differentiable KKT projection layer, reducing constraint violations to near machine precision.