Although the importance of machine learning methods in genome research has grown steadily in recent years, researchers have often had to resort to using obsolete software. Scientists in clinical research often did not have access to the most recent models. This will change with the new free open access repository: Kipoi enables an easy exchange of machine learning models in the field of genome research. The repository was created by Julien Gagneur, Assistant Professor of Computational Biology at the TUM, in collaboration with researchers from the University of Cambridge, Stanford University, the European Bioinformatics Institute (EMBL-EBI) and the European Molecular Biology Laboratory (EMBL).
* This article was originally published here
Wednesday 29 May 2019
Defense against wireless attacks using a deep neural network and game theory
A growing number of devices are now connected to the internet and are capable of collecting, sending and receiving data. This interconnection between devices, referred to as the Internet of Things (IoT), poses serious security threats, as cyberattackers can now target computers and smartphones, but also a vast array of other devices, such as tablets, smart watches, smart home systems, transportation systems and so on.
* This article was originally published here
* This article was originally published here
Release of solar panel dataset helps cities make power grids more safe, reliable
Solar power researchers have traditionally only used the power measurements from single residential solar photovoltaic (PV) systems to estimate the power generated within a city. But one installation isn't a good representation of all the rooftops in the city, where the time of day, panel direction, and shade cast by trees and clouds affect power production.
* This article was originally published here
* This article was originally published here
Scientists find telling early moment that indicates a coming megaquake
Scientists combing through databases of earthquakes since the early 1990s have discovered a possible defining moment 10-15 seconds into an event that could signal a magnitude 7 or larger megaquake.
* This article was originally published here
* This article was originally published here
DIY dentistry—It's a don't
As direct-to-consumer marketing becomes pervasive, there's a growing trend of Do-It-Yourself or DIY dentistry—prompting patients to skip the trip to the orthodontist in favor of at-home impression kits and the ability to order low-cost tooth aligners online.
* This article was originally published here
* This article was originally published here
Fuels out of thin air: New path to capturing and upgrading CO2
A research team from U of T Engineering has developed a new electrochemical path to transform CO2 into valuable products such as jet fuel or plastics. The technology could significantly improve the economics of capturing and recycling carbon directly from the air.
* This article was originally published here
* This article was originally published here
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