Millions of new materials discovered with deep learning
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.
Google’s DeepMind finds 2.2M crystal structures in materials science ...
Nov 29, 2023 · Google DeepMind researchers have discovered 2.2 million crystal structures that open potential progress in fields from renewable energy to advanced computation, and show the power of artificial...
Google AI and robots join forces to build new materials - Nature
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. The system, known as the A-Lab,...
Materials-predicting AI from DeepMind could revolutionize ... - Science
Nov 29, 2023 · The new work, Rosen says, “is the AlphaFold equivalent for materials science.” Like previous DeepMind achievements, this one trained an AI with extensive data. The researchers started with the Materials Project, a database of …
Google DeepMind’s new AI tool helped create more than 700 new materials
Nov 29, 2023 · The lab takes data from the materials database that includes some of GNoME’s discoveries and uses machine learning and robotic arms to engineer new materials without the help of humans.
Scaling deep learning for materials discovery | Nature
Nov 29, 2023 · From microchips to batteries and photovoltaics, discovery of inorganic crystals has been bottlenecked by expensive trial-and-error approaches. Concurrently, deep-learning models for language ...
Google Scientists Discovered 380,000 New Materials Using …
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.
Google DeepMind's AI Dreamed Up 380,000 New Materials. The Next ... - WIRED
Nov 29, 2023 · Google DeepMind researchers say they’ve expanded the number of known stable materials tenfold. Some could be useful for everything from batteries to superconductors—if they make it out of the...
Google DeepMind Adds Nearly 400,000 New Compounds to …
Nov 29, 2023 · Now, Google DeepMind – Google’s artificial intelligence lab – is contributing nearly 400,000 new compounds to the Materials Project, expanding the amount of information researchers can draw upon. The dataset includes how the atoms of a material are arranged (the crystal structure) and how stable it is (formation energy).
Google DeepMind AI Breakthrough Could Help Battery and Chip ... - TIME
Nov 29, 2023 · Google DeepMind's AI breakthrough increases the number of known stable materials by a factor of ten. Researchers at Google DeepMind have used AI to predict the structures of more than 2...