Engineers are experimenting with chip design to boost computer performance. In the above layout of a chip developed at Columbia, analog and digital circuits are combined in a novel architecture to solve differential equations with extreme speed and energy efficiency. (Simha Sethumadhavan, Mingoo Seok and Yannis Tsividis/Columbia Engineering)