Designers of physical objects make assumptions on the material and fabrication workflow early in the design process. Recovering from bad assumptions is hard, because the design and resulting CAD model are locked-in to those assumptions. We present CAMeleon, a software tool to interactively explore fabrication workflows at any stage of the CAD process.

We present Y-AR, a Computer Aided Design (CAD) interface for 3D wire bending. Y-AR uses mixed reality to let designers create structures that physically connect to objects in the environment. The interface incorporates springs as design primitives which (1) apply forces to hold objects, and (2) counter-act dimensional inaccuracies inherently caused by mid air modeling and measurement errors in AR.

The Emotive Room project explores how interactive technologies can modulate users' emotional states through real-time brain-computer interfaces. By adjusting the color and form of interior spaces in response to users' stress levels, the design aims to promote calmness or boost energy as needed. This approach opens new pathways for enhancing well-being in built environments.

Multi-Self” is a BCI-VR tool designed to enhance metacognitive monitoring in architectural design by providing real-time, visual biofeedback on emotional responses. In a pilot study with 24 participants, the tool was found to encourage design exploration, foster self-awareness, and help modulate uncertainty, though feedback accuracy received mixed responses.