Shinohara, Takayuki. 2026. “AUDITABLE CLOSED-LOOP AI AGENTS FOR URBAN BRIDGE DIGITAL TWINS: Synthetic Validation Followed by a Municipal-Scale Utsunomiya Implementation”. Street Art & Urban Creativity 12 (5):723-44. https://doi.org/10.66838/sauc.6368.