How is machine learning accelerating material innovation? Discover 10 hand-picked startups advancing Machine Learning for Materials Science in 2025 and their breakthrough technologies! These startups are driving the next frontier of material engineering, from digital twins and material data platforms to AI-assisted property prediction and biomaterial design.