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Tag: math.NA

Graph Coarsening Enables Escaping Local Optima in Compute-Constrained Nonconvex MAX-CUT

Graph Coarsening Enables Escaping Local Optima in Compute-Constrained Nonconvex MAX-CUT

October 15, 2026

[Submitted on 13 Oct 2026] View PDF HTML (experimental) Abstract:Because its binary optimization landscape contains exponentially many local optima, MAX-CUT…

Generalized PINN-Based Inverse Estimation of Spatially Varying Heat Transfer Coefficients with Transfer Learning

Generalized PINN-Based Inverse Estimation of Spatially Varying Heat Transfer Coefficients with Transfer Learning

October 14, 2026

[Submitted on 28 Sep 2026] View PDF HTML (experimental) Abstract:This study investigates generalized boundary representations and transfer learning for physics-informed…

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