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Less is more? New take on machine learning helps us

Researchers from Tokyo Metropolitan University have enhanced super-resolution machine learning techniques to study phase transitions. They identified key features of how large arrays of interacting particles behave at different temperatures by simulating tiny arrays before using a convolutional neural network to generate a good estimate of what a larger array would look like using correlation configurations. The massive saving in computational cost may realize unique ways of understanding how materials behave. ....

Hiroyuki Mori , Yutaka Okabe , Agency For Science , Scientific Research , Tokyo Metropolitan University , Bioinformatics Institute Of Singapore , Research Fellowship For Young Scientists , Research Attachment Programme Of Singapore , Japan Society For The Promotion Of Science , Shibaura Institute Of Technology , Professors Yutaka Okabe , Shibaura Institute , Bioinformatics Institute , Japan Society , Research Fellowship , Young Scientists , Research Attachment Programme , Atmospheric Science , Chemistry Physics Materials Sciences , Earth Science , Temperature Dependent Phenomena , Mathematics Statistics , Systems Chaos Pattern Formation Complexity , Technology Engineering Computer Science , ஹீரோயுக்கி மோரி , யத்க ஒக்கபே ,

Mass gatherings during Malaysian election directly and indirectly boosted COVID-19 spread

New estimates suggest that mass gatherings during an election in the Malaysian state of Sabah directly caused 70 percent of COVID-19 cases detected in Sabah after the election, and indirectly caused 64.4 percent of cases elsewhere in Malaysia. Jue Tao Lim of the National University of Singapore, Kenwin Maung of the University of Rochester, New York, and colleagues present these findings in the open-access journal PLOS Computational Biology. ....

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Mobility data reveals universal law of visitation in cities

New research published in Nature provides a powerful yet surprisingly simple way to determine the number of visitors to any location in a city. ....

United States , Massachusetts Institute Of Technology , Geoffrey West , Carlo Ratti , Markus Schl , Cities Laboratory , It University Of Copenhagen , Mohammad Vazifeh Massachusetts Institute Of Technology , University Kevin Okeeffe Massachusetts Institute Of Technology , Lei Dong Massachusetts Institute Of Technology , Samuel Anklesaria Massachusetts Institute Of Technology , Carlo Ratti Massachusetts Institute Of Technology , Paolo Santi Massachusetts Institute Of Technology , Zurich Future Cities Laboratory , Santa Fe Institute , Michael Szell Massachusetts Institute Of Technology , Geoffrey West Santa Fe Institute , Future Cities , Greater Boston , Massachusetts Institute , Lei Dong , Peking University , Kevino Keeffe , Paolo Santi , Michael Szell , Hadrien Salat ,

We know the cost of free choice and locality - in physics and not only

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IMAGE: Artistic imagery about the famous Bell experiments, with ballet dancers personifying experimental arrangements in space-time separated labs. The strings of ones and zeros allude to the violation of free choice.
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Credit: Source: IFJ PAN / Iwona Michniewska
Do we have free choice or are our decisions predetermined? Is physical reality local, or does what we do here and now have an immediate influence on events elsewhere? The answers to these questions are sought by physicists in the Bell inequalities. It turns out that free choice and local realism can be skilfully measured and compared. The results obtained reveal surprising relationships of a fundamental and universal nature, going far beyond quantum mechanics itself. ....

United States , United Kingdom , Christoph Gallus , Ewa Borsuk , Pawel Blasiak , Boris Podolsky , Albert Einstein , Marian Smoluchowski Krak , Jamesm Yearsley , Technische Hochschule Mittelhessen , John Stewart Bell , Nathan Rosen , National Research Centre , Intergalactic Science Congress , Research Consortium , European Commission , National Agency For Academic Exchange , Institute Of Nuclear Physics , Proceedings Of The National Academy Sciences , Henryk Niewodniczanski Institute Of Nuclear Physics , Academy Of Sciences , British City University Of London , Cyclotron Centre Bronowice , American Office Of Naval Research Global , Hr Excellence In Research , Nuclear Physics ,

Researchers shed light on the evolution of extremist groups

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IMAGE: Early online support for the Boogaloos, one of the groups implicated in the January 2021 attack on the United States Capitol, followed the same mathematical pattern as ISIS, despite the.
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Credit: Neil Johnson/GW
WASHINGTON (May 19, 2021) Early online support for the Boogaloos, one of the groups implicated in the January 2021 attack on the United States Capitol, followed the same mathematical pattern as ISIS, despite the stark ideological, geographical and cultural differences between their forms of extremism. That s the conclusion of a new study published today by researchers at the George Washington University.
This study helps provide a better understanding of the emergence of extremist movements in the U.S. and worldwide, Neil Johnson, a professor of physics at GW, said. By identifying hidden common patterns in what seem to be completely unrelated movements, topped with a rigorous mathematical description of how they de ....

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