Vandana Gupta

Machine learning-assisted life cycle assessment for sustainable and environmentally responsible manufacturing

Abstract. Life Cycle Assessment (LCA) represents the de facto standard of measuring the environmental footprint of manufactured products throughout their full value chain, but its usability in industrial decision-making is hampered by its prohibitive computational demands, the large amount of inventory data required, a...