Nicole B Damen

GPkit: A Human-Centered Approach to Convex Optimization in Engineering Design

We present GPkit, a Python toolkit for Geometric and Signomial Programming that prioritizes explainability and incremental complexity. GPkit was designed through an ethnographic approach in the firms, classrooms, and research labs where it became part of the fabric of daily engineering work. Organizations have approac…