Starting with Allen’s definition on architectural design as a material practice, this paper develops further the discussion on practice-based research methods and on the role of the artifact in development of foundational theory of architectural design. Relational Textile Expressions for Space Design is an example of practice-based research in architectural design, where research by material design aims to develop theoretical knowledge based on designed experiments.