Xiting Peng

Cross-sector deep learning scales life cycle assessment using unified textual descriptions

2026 · Environmental Science and Ecotechnology

Life cycle assessment (LCA) is a foundational framework for quantifying global environmental impacts to guide decarbonization and circular economy transitions. Yet, conventional inventory compilation remains severely bottlenecked by data scarcity and intensive manual curation, with …