Graph machine learning (or graph model), represented by graph neural networks, employs machine learning (especially deep learning) to graph data and is an important research direction in the ...

A research team from the Songshan Lake Materials Laboratory has developed an AI-guided "Recommendation System" to discover new metallic glasses (MG). By combining element embeddings learned from ...

A key lesson was to measure what matters. From the outset, we defined clear success metrics—latency reduction, resource ...

Machine learning tools can accelerate all stages of materials discovery, from initial screening to process development.