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Less is more? New take on machine learning helps us "scale up" phase transitions

Researchers from Tokyo Metropolitan University have enhanced "super-resolution" machine learning techniques to study phase transitions. They identified. ....

Hiroyuki Mori , Yutaka Okabe , Shibaura Institute Of Technology , Tokyo Metropolitan University , Bioinformatics Institute Of Singapore , Professors Yutaka Okabe , Shibaura Institute , Bioinformatics Institute , Machine Learning , Computer Vision , ஹீரோயுக்கி மோரி , யத்க ஒக்கபே , டோக்கியோ பெருநகர பல்கலைக்கழகம் , உயிர் தகவலியல் நிறுவனம் ,

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 ,

Just gist: Big data and pandemics in seven key points

Date Time
Just gist: Big data and pandemics in seven key points
EMBL Science and Society panel examines opportunities and limitations for big data in addressing present and future pandemics
The use of data has played a central role in the COVID-19 pandemic, but it should come as no surprise that researchers are already looking at ways to improve data acquisition, management, and access. EMBL’s most recent Science and Society seminar, ‘Harnessing Big Data to Monitor and Tackle Pandemics‘, featured a panel of three speakers who shared their experiences and conclusions about these topics.
Ilaria Capua, Director of the One Health Center of Excellence at the University of Florida, explained why the concept of ‘circular health’ could transform what we know about pandemics and how we address them. Enrico Bucci, Director of the System Biology programmes at Temple University in Philadelphia, discussed the limitations of big data and the idea of long-term pandemic ....

Temple University , United States , Rolf Apweiler , Ilaria Capua , Enrico Bucci , Ewan Birney , European Bioinformatics Institute , Health Center , University Of Florida , Harnessing Big Data , Tackle Pandemics , Zone Health Center , System Biology , Bioinformatics Institute , Senior Scientist , Director General , Big Data , கோயில் பல்கலைக்கழகம் , ஒன்றுபட்டது மாநிலங்களில் , இல்ரிய காப்பும் , ய்வந் பிர்னி , ஐரோப்பிய உயிர் தகவலியல் நிறுவனம் , ஆரோக்கியம் மையம் , பல்கலைக்கழகம் ஆஃப் புளோரிடா , பயன்படுத்துதல் பெரியது தகவல்கள் , ஒன்று ஆரோக்கியம் மையம் ,

How can we prepare for future pandemics?

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How can we prepare for future pandemics?
EMBL and Portugal gather leading international experts to showcase progress in the fight against COVID-19 and share lessons for the future
Thousands of participants from across the globe came together to engage with leading figures from healthcare, academia, and industry. Credit: Holly Joynes/EMBL
On 27 April, participants from more than 100 countries gathered to discuss key lessons from the COVID-19 pandemic. As part of an enterprise implemented by Portugal during its presidency of the Council of the EU, EMBL and Portugal brought international experts together for a virtual conference. A wide range of topics were covered, including immunology, infectious diseases, and the molecular biology of viruses. The conference provided a valuable opportunity to ensure that important lessons are not lost in the rush towards a world where life is no longer so dominated by COVID-19. ....

Institut Pasteur , Dominique Costagliola , Ewan Birney , Sylvie Briand , Jeremy Farrar , Edith Heard , Holly Joynes , Etienne Simon Loriere , Nevan Krogan , Nassos Typas , European Bioinformatics Institute , Group Leader , Quantitative Biosciences Institute , University Of California San Francisco , Emerging Infectious Disease , General Edith , California San Francisco , Senior Scientist Nassos Typas , Senior Scientific Director , Bacterial Vaccines , Chief Medical Officer , Wellcome Trust , Global Infectious Hazard Preparedness , Deputy Director , Director General , Bioinformatics Institute ,

Terpen-tales: The mystery behind the unique fragrance of the lovely lavender

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Credit: Horticulture Research
Even the mention of lavender evokes the distinct fragrance of the flower. This beautiful flower has been used to make perfumes and essential oils since time immemorial. The aesthetics of the flower have captured the imagination of hundreds, worldwide. So, what makes this flower so special? What are the magical compounds that gives it its unique fragrance? What is the genetic basis of these compounds? These questions have long puzzled scientists.
To find out the answers, a group of scientists from China have sequenced the genome of lavender, which is known in the scientific world as Lavandula angustifolia. The team headed by Dr. Lei Shi, Professor at the Key Laboratory of Plant Resources and Beijing Botanical Garden, Institute of Botany, Chinese Academy of Sciences, was specifically interested in the genetics and diversity of a class of volatile terpenoids produced by lavender. ....

Di Wang , Yanmei Dong , Jingrui Li , Hongtong Bai , Wenying Zhang , Yiming Wang , Kui Li , Horticulture Research , Key Laboratory Of Plant Resources , University Of Chinese Academy Sciences , Institute Of Botany , Novogene Bioinformatics Institute , Chinese Academy Of Sciences , Lei Shi , Key Laboratory , Plant Resources , Beijing Botanical Garden , Chinese Academy , Bioinformatics Institute , Plant Sciences , Molecular Biology , டி வாங் , குய் லி , தோட்டக்கலை ஆராய்ச்சி , பல்கலைக்கழகம் ஆஃப் சீன கலைக்கழகம் அறிவியல் , நிறுவனம் ஆஃப் தாவரவியல் ,