I spoke at @Reuters Next in New York on how AI is transforming the scientific method. AI is not just a language model, there is a bigger transformation coming from physical AI. AI that understands the physical world and is able to simulate, model, design, and control based on
@animaanandkumar
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SignSGD vs AdamW: Theoretical Optimization Analysis Comparison
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Nice theoretical analysis of SignSGD vs. AdamW and other methods.
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DeepSeek advances boost training efficiency for US AI labs
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An eventful day, but I am not personally worried for the following reasons: The new DeepSeek models show a number of advances that make training more efficient, and I expect those to be quickly incorporated by the leading US labs, giving them some additional performance
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Operator AI Agent: Watch the TED Talk Presentation
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If you are interested in Operator (Not to be confused with the one from @OpenAI ) watch my TED talk to learn more:
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AI Transforms Wildfire Modeling and Response Strategy
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I want to highlight the #PCAST committee co-chaired by @francesarnold prepared a report on wildfire modernization. https://
whitehouse.gov/wp-content/upl
oads/2023/02/PCAST_Wildfires-Report_Feb2023.pdf
… #AI has the potential to transform how we model and fight wildfires, but currently lack the unified data. I hope the Government agencies -
Physical AI Understanding: Next Wave in Simulation and Modeling
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I agree with Jensen that the next wave of AI is physical understanding, especially the ability to model and simulate physics is essential. Watch my TED talk http://
go.ted.com/animaanandkumar #CES #Nvidia #NVIDIAcosmos -
Neural Operators Advance AI-Science Integration in 2024
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2024 was a pivotal year for AI+Science. Our team made exciting contributions. Here are some highlights: http://
tensorlab.cms.caltech.edu/users/anima/20
24_research_highlights.html
… 1. Neural Operators as a unifying AI framework for modeling multi-scale processes. We got to write a perspective article in @NatRevPhys and released an -
NeurIPS Vancouver: Early Career Experience in AI Research Community
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Vancouver was my first ever @NeurIPSConf Back then it was barely a few hundred attendees and my paper was selected as an oral. It was surprising to see everyone including senior faculty come up to me and chat after my talk. No arrogance. No territorial thinking. I have never
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Neural Operators Latest Developments Presented at NeurIPS
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Happening now! Come to my talk at 10am at d3s3 @NeurIPSConf to find out latest developments in Neural Operators!
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Multiscale AI Modeling Approaches for Drug Discovery
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Happening now at 9am at @NeurIPSConf AI Drugx workshop. My talk will be on multiscale modeling approaches with AI