From piezoelectric wearables to stimuli-responsive polymers — a category-by-category field guide “Smart” is a slippery word in materials science. A useful working definition: a smart material is one whose properties…
How ISO 14040-compliant Life Cycle Assessment — accelerated by AI — reveals the full story behind “sustainable” materials and prevents greenwashing A material can be labeled “bio-based,” “recyclable,” or “plant-derived”…
How generative diffusion models, LLM agents, and self-reflective discovery frameworks are turning static material repositories into active innovation engines For most of the past decade, material databanks were passive reference…
How the Companies Behind 60% of the Global Detergent Market Are Using AI to Rewire a Century-Old Category Laundry and surface cleaning are among the most optimized product categories in…