Cadence Design Systems Inc., San Jose, Calif., and Applied Materials Inc., Santa Clara, Calif., are collaborating on a development program to optimize the chemical-mechanical planarization (CMP) process through silicon characterization and modeling for advanced-node designs at 14 nm and below.