MAS-PNCG accelerates IPC by incrementally updating multilevel MAS preconditioners via Sparse-Input Woodbury, adding Hessian-aware 2D subspace minimization and per-subdomain CCD, achieving up to 5.66x speedup over Newton-PCG baselines.
ACM SIGGRAPH 2008 papers , pages=
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Neural Control uses adjoint differentiation of equilibrium conditions to compute trajectory-dependent proxy gradients for history-dependent implicit models in deformable object manipulation.
A homogenization scheme derives the nonlinear stress resultants and stiffnesses of periodic rod metamaterials by solving the microstructural unit with uniform macroscale strain and helically periodic boundary conditions using special Cosserat rod theory.
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Neural Control: Adjoint Learning Through Equilibrium Constraints
Neural Control uses adjoint differentiation of equilibrium conditions to compute trajectory-dependent proxy gradients for history-dependent implicit models in deformable object manipulation.