Nature Communications, Published online: 21 August 2026; doi:10.1038/s41467-026-76916-3 The work develops a modeling framework that integrates time-resolved climate data, moisture transport in low-carbon concrete, and quantitative steel corrosion kinetics to assess durability and service life across different materials and climates.