DeepMind has shared the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge. They introduce Graph Networks for Materials Exploration (GNoME), a new deep learning ...

Designing new reaction sequences to build complex materials can be a slow process, especially when each step involves multiple variables. A new machine learning–guided microfluidics platform could ...

An inexpensive robotic chemistry laboratory can help to speed up repetitive but crucial experiments to optimize a desired product’s synthesis 1. The ‘self-driving’ lab, which runs each step of a ...

A new autonomous laboratory navigated through billions of potential material synthesis recipes to identify brighter, ...

A team has created a self-driving chemistry lab costing about $5,000 that can optimize synthesis across a variety of products. This advance complements recent AI breakthroughs in reaction prediction, ...

Researchers at EPFL have developed 'Synthegy', a framework that uses large language models to evaluate and guide chemical synthesis planning and reaction mechanism analysis through natural-language ...

As an engineering plastic having high transparency and impact resistance, polycarbonate (PC) is employed in eyeglass lenses, camera lenses, DVDs, automobile headlights and bulletproof glass. The ...