Original ResearchPublished 7 September 2026An integrated vision material intelligence framework for infrastructure condition assessment and asset valuationHema Asokan · Geetha Subbiah · Karthiyaini SomasundaramFrontiers in Built Environmentdoi 10.3389/fbuil.2026.1904075