Science in the Age of Foundation Models
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Featured perspective piece on how foundation models can be beneficial in scientific domains and their current limitations.
Senior Applied Scientist, AWS AI Labs, PhD in Computational and Mathematical Engineering, Stanford University
less than 1 minute read
Published:
Featured perspective piece on how foundation models can be beneficial in scientific domains and their current limitations.
less than 1 minute read
Published:
Featured blog by Amazon Science on our tabular foundation model Mitra, which is trained purely on synthetic data and obtains state-of-the-art performance on classification and regression tasks. Mitra is available in AutoGluon 1.4, and we have also released the weights on HuggingFace. Find the Mitra classifier here and regressor here.
less than 1 minute read
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Featured blog by Amazon Science on the research efforts that I am leading on physics-constrained machine learning for scientific computing and computational sciences.
less than 1 minute read
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Blog, see pages 6-7 on how my parents inspired my love of math and science.
less than 1 minute read
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Featured blog by Amazon Science on my research on our award-winning paper on COVID-19 forecasting, where I advised our summer PhD student intern Rui (Ray) Wang.