Regularizer: R = λ_1 ||θ||_1 + λ_2 ||τ||_2^2 to encourage sparsity in θ and smoothness in τ.
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: It factors in material thickness and bending radii to ensure the flat pattern matches real-world tooling. LogiCADE: Smart 2D Drafting Regularizer: R = λ_1 ||θ||_1 + λ_2 ||τ||_2^2