Nov 29, 2023 · Using materials from the Materials Project and insights on stability from GNoME, the autonomous lab created new recipes for crystal structures and successfully synthesized more than 41 new materials, opening up new possibilities for AI-driven materials synthesis.

Jan 16, 2025 · Microsoft researchers introduce MatterGen, a model that can discover new materials tailored to specific needs—like efficient solar cells or CO2 recycling—advancing progress beyond trial-and-error experiments.

Jun 4, 2024 · Tian Xie introduces MatterGen, a generative model that creates new inorganic materials based on a broad range of property conditions required by the application, aiming to shift the traditional paradigm of materials design with generative AI.

Nov 29, 2023 · AlphaFold, a DeepMind AI system announced in 2020, predicts the structures of proteins with high accuracy and has since advanced biological research and drug discovery. Thanks to GNoME, the...

Developing new efficient battery material could unlock the potential for more sustainable energy storage, while advances in superconductors could lead to groundbreaking improvements in medical imaging or quantum computing.

1 day ago · In a paper published in 2023, researchers from Google DeepMind demonstrated that their AI model could identify 2.2 million new stable materials. Some 736 of these have already been experimentally ...

Jan 16, 2024 · The Materials Project, an open-access database for new materials, is revolutionizing how researchers discover and develop materials for future technologies, with Google DeepMind contributing 400,000 new compounds.

Nov 29, 2023 · An autonomous system that combines robotics with artificial intelligence (AI) to create entirely new materials has released its first trove of discoveries.

Jan 16, 2025 · Generative models provide a new paradigm for materials design by directly generating novel materials given desired property constraints, but current methods have low success rate in proposing...

May 1, 2023 · We present the Generative Toolkit for Scientific Discovery (GT4SD). This extensible open-source library enables scientists, developers, and researchers to train and use state-of-the-art generative...