Machine learning & AI
Researchers in EPFL's Digital and Cognitive Musicology Lab in the College of Humanities used an unsupervised machine learning model to 'listen to' and categorize more than 13,000 pieces of Western classical music, revealing ...
Jan 19, 2021
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23
Computer Sciences
Harnessing the power of deep learning leads to better predictions of patient admissions and flow in emergency departments.
Nov 23, 2020
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26
Machine learning & AI
Machine learning is ubiquitous in science and technology these days. It outperforms traditional computational methods in many areas, for instance by vastly speeding up tedious processes and handling huge batches of data. ...
Oct 1, 2020
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10
Energy & Green Tech
Vanadium flow batteries (VFBs) are promising for stationary large-scale energy storage due to their high safety, long cycle life, and high efficiency.
Sep 28, 2020
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17
Engineering
Scientists in Japan have developed a machine learning approach that can predict the elements and manufacturing processes needed to obtain an aluminum alloy with specific, desired mechanical properties. The approach, published ...
Aug 3, 2020
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14
Machine learning & AI
The past is often the window to our future, especially when it comes to natural disasters. Using data from the 2018 floods that struck southwestern Japan to calibrate a machine learning model, researchers from the International ...
Jul 16, 2020
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7
Computer Sciences
A new machine-learning algorithm for exploring lightweight, very stiff glass compositions can help design next-gen materials for more efficient vehicles and wind turbines. Glasses can reinforce polymers to generate composite ...
Mar 25, 2020
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Security
Nothing is more important to an autonomous vehicle than sensing what's happening around it. Like human drivers, autonomous vehicles need the ability to make instantaneous decisions.
Mar 6, 2020
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5
Machine learning & AI
Now researchers are presenting guidelines for how active matter, such as cells and microorganisms, can best be studied using machine learning techniques. The guidelines can help others navigate the new field, which can significantly ...
Feb 27, 2020
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4
Computer Sciences
It is now possible to predict who the best candidate for receiving an organ transplant is, know whether clients of a bank will return the loans they request, choose the films that best coincide with the interests of consumers, ...
Jan 31, 2020
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