Our research group uses several engineering design applications to drive research in simulation and optimization algorithms and software. Recent efforts have focused on the fundamentals of model-order reduction, matrix-implicit methods, and fast techniques for solving integral equations. The applications currently being examined to drive those fundamental investigations include design tools for integrated circuit interconnect, micromachined devices, aircraft, and biomolecules.