Research on the relationship between human expertise and automated systems in design and construction. Topics include augmented interaction design, real-time spatial construction, AI-driven workflows, and tangible and haptic interface design.

Application of cybernetic frameworks and systems thinking to design challenges. Research examines feedback, control theory, and information flows as a design medium, and the intellectual legacy of cybernetic thought in contemporary architecture.

Digital documentation of endangered architectural heritage using photogrammetry, drone photography, computer vision, 3D reconstruction, and deep learning. Focus on at-risk physical sites and urban heritage at the frontier of preservation.

Critical investigations into the history, epistemology, and cultural implications of computational design systems. This theme opens experimental archaeologies of CAD software, engineering knowledge systems, and the intellectual genealogy of design computing.

Computational approaches to structural design, regenerative materials, and sustainable construction. Work spans geometry-based structural analysis, digital fabrication at the material scale, and open-source computational tools for the building industry.

Investigations into how computation is situated within cultural, social, and material contexts. Research examines the politics of design technologies across diverse communities, traditions and digital practices, and their broader societal interactions.

Explorations of artificial intelligence, deep learning, reinforcement learning, and generative systems in design contexts. Research encompasses creative AI tools, autonomous robot design, and human-AI collaborative design workflows.

Research at the intersection of robotic systems, digital fabrication, and material processes. Work in this area develops new approaches to automated construction, surface finishing, and human-robot collaboration in architectural production.