The VCSG group uses a combination of state-of-the-art CAD tools from both academia and industry to design and analyze novel circuits and circuit models and their impact on higher level systems across a range of semiconductor technologies. Test chips are designed, fabricated and tested to verify novel circuits, calibrate simulations and obtain measurements that require physical implementations. Motivating applications for our work include signal processing, embedded security, wireless communications, graphics and enterprise computing.