How AlphaChip transformed computer chip design
AlphaChip’s groundbreaking AI approach revolutionizes a key phase of chip design. SR Tsai, Senior Vice President of MediaTek How AlphaChip worksDesigning a chip layout is not a simple task. Computer chips consist of many interconnected blocks, with layers of circuit components, all connected by incredibly thin wires. There are also lots of complex and intertwined design constraints that all have t
AlphaGeometry: An Olympiad-level AI system for geometry
Research AlphaGeometry: An Olympiad-level AI system for geometry Published 17 January 2024 Authors Trieu Trinh and Thang Luong Our AI system surpasses the state-of-the-art approach for geometry problems, advancing AI reasoning in mathematics Reflecting the Olympic spirit of ancient Greece, the International Mathematical Olympiad is a modern-day arena for the world's brightest high-school mathemati
Millions of new materials discovered with deep learning
Research Millions of new materials discovered with deep learning Published 29 November 2023 Authors Amil Merchant and Ekin Dogus Cubuk AI tool GNoME finds 2.2 million new crystals, including 380,000 stable materials that could power future technologies Modern technologies from computer chips and batteries to solar panels rely on inorganic crystals. To enable new technologies, crystals must be stab
GraphCast: AI model for faster and more accurate global weather forecasting
Research GraphCast: AI model for faster and more accurate global weather forecasting Published 14 November 2023 Authors Remi Lam on behalf of the GraphCast team Our state-of-the-art model delivers 10-day weather predictions at unprecedented accuracy in under one minute The weather affects us all, in ways big and small. It can dictate how we dress in the morning, provide us with green energy and, i
AlphaFold: Using AI for scientific discovery
Research AlphaFold: Using AI for scientific discovery Published 15 January 2020 Authors Andrew Senior, John Jumper, Demis Hassabis, Pushmeet Kohli UPDATE: In July 2022, we released AlphaFold protein structure predictions for nearly all catalogued proteins known to science. Read the latest blog here. In our study published in Nature, we demonstrate how artificial intelligence research can drive and
Differentiable neural computers | DeepMind
Research Differentiable neural computers Published 12 October 2016 Authors Gregory Wayne, Alexander Graves In a recent study in Nature, we introduce a form of memory-augmented neural network called a differentiable neural computer, and show that it can learn to use its memory to answer questions about complex, structured data, including artificially generated stories, family trees, and even a map
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