Our @NatRevPhys perspective article on neural operators and their ability to accelerate simulations and design is now out. https://
rdcu.be/dD8BI @Nature 1. Neural operators learn mappings between functions, e.g. spatiotemporal processes and partial differential equations.
@animaanandkumar
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Neural operators accelerate simulations and design
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Retaining Immigrant Talent for US Competitiveness and Innovation
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Like many others, I came to US as an immigrant and made it my home. I benefitted immensely by being around smart and passionate people everywhere I went. Finding a path for capturing the value of immigrants we train here is really important to keep us competitive and innovative.
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Fourier Neural Operators Accelerate Plasma Modeling Million Times
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AI with Fourier Neural Operators speeds up Plasma modeling in Nuclear fusion by a million times
— Prof. Anima Anandkumar (@AnimaAnandkumar) 2 avril 2024
Predicting plasma evolution within a Tokamak reactor is crucial to realizing the goal of sustainable fusion. A big challenge are disruptions that occur when the plasma gets unstable… pic.twitter.com/SmWfWgrX6OAI with Fourier Neural Operators speeds up Plasma modeling in Nuclear fusion by a million times
Predicting plasma evolution within a Tokamak reactor is crucial to realizing the goal of sustainable fusion. A big challenge are disruptions that occur when the plasma gets unstable -
Neural operators advance ultrasound imaging reconstruction techniques
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Gianmarco Pinton talking about ultrasound imaging and also our collaboration using neural operators for the inverse problem of image reconstruction
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FourCastNet Open Source AI Model Released Under Apache License
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FourCastNet is open source and available under Apache license.
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FourCastNet: First AI-Based High Resolution Weather Model
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FourCastNet that we built was the first high resolution weather model that is entirely AI based. A nice visual of the increase in resolution over the years
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AI Accelerates Climate Modeling with Grid-Free Computational Speedups
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Climate phenomena are inherently multiscale. Traditional numerical models require expensive computations on a fine grid to capture all the complexity. AI is now enabling speedups of tens of thousands because we can do away with the fine grid
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AI Forecasting Extreme Weather for Climate Innovation
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Bill Collins from @BerkeleyLab talking about extreme weather forecasting using #AI at @BerkeleyDataSci AI and physical sciences for climate innovation symposium
