“…As shown in [44], although the VPEC model introduces more circuit elements, it has faster runtime because this model dramatically reduces reactive elements (i.e., inductors), leads to less numerical derivatives and integrals, and makes the simulation converge faster. To further improve the sparsified VPEC model extraction without full inversion as in [44], we extend a windowing technique [5]. It reduces the computation complexity to [O(Nb 3 )], where b is the size of the window (i.e., the size of the submatrix).…”