Tag Archives: Machine Learning

Quantum Machine Learning Goes Photonic

Posted on April 16, 2024 by rberkowitz

Measuring a photon’s angular momentum after it passes through optical devices teaches an algorithm to reconstruct the properties of the photon’s initial quantum state. Continue reading →

Machine-Learning Tool Solves Metamaterial Jigsaw

Posted on November 2, 2022 by rberkowitz

A new tool can determine whether a collection of building blocks will
assemble into a mechanically sound structure. Continue reading →

Posted in APS Physics | Tagged APS Physics, Machine Learning, Materials Sciences, Metamaterials | Leave a comment

AI Can Predict Potential Nutrient Deficiencies from Space

Posted on May 24, 2022 by rberkowitz

New work maps a region’s nutrient landscape. Read more in Scientific American…

Posted in Scientific American | Tagged Data Science, Health & Nutrition, Machine Learning, Scientific American | Leave a comment

Machine-Learning Model Could Improve Human Speech Recognition

Posted on March 27, 2022 by rberkowitz

A tool that predicts how many words per sentence a listener understands could one day allow companies to make bespoke hearing aids with improved capabilities. Continue reading →

Posted in APS Physics | Tagged APS Physics, Machine Learning | Leave a comment

Optical Fiber Modes Resist Deformations

Posted on June 21, 2021 by rberkowitz

A machine-learning approach quickly characterizes an optical fiber, identifying transmission channels that aren’t affected by deformation. Continue reading →

Posted in APS Physics | Tagged APS Physics, Machine Learning, Optics, Photonics | Leave a comment

AI Tools Boost Simple Technologies in a Shared World

Posted on November 19, 2020 by rberkowitz

Bicycles and indoor lighting are among many everyday features that can benefit from recent advances in artificial intelligence. Continue reading →

Posted in APS Physics | Tagged APS Physics, Machine Learning, Tech | Leave a comment

Mine Social Media Posts to Predict Flu

Posted on April 19, 2018 by rberkowitz

Podcast on my article! Researchers used Twitter searches for nonflu words associated with behavior to predict flu outbreaks two weeks in advance. Continue reading →

Posted in Scientific American | Tagged Epidemiology, Machine Learning, Medical, Scientific American | Leave a comment

#Flu

Posted on March 25, 2018 by rberkowitz

Mining social media to predict outbreaks. Continue reading →

Posted in Scientific American | Tagged Biotech, Data Science, Machine Learning, Neural Nets, Public Health, Scientific American | Leave a comment