Neural network finds an enzyme that can break down polyurethane

Researchers used neural networks to design a new enzyme that can break down polyurethane foam into reusable chemicals, addressing a major plastic waste problem since 22 million metric tons of polyurethane were produced in 2024. The AI-designed enzyme performs 450 times better than natural enzymes, breaking down 98 percent of polyurethane within 12 hours.