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New method could democratize deep learning-enhanced microscopy

Loading video. VIDEO: A low-resolution time-lapse of a mitochondrial network (cell s powerhouse) inside a cancer cell (left) is enhanced using artificial intelligence (right). Inset at bottom left highlights a fission (splitting) event that. view more  Credit: Salk Institute/Waitt Advanced Biophotonics Core LA JOLLA (March 8, 2021) Deep learning is a potential tool for scientists to glean more detail from low-resolution images in microscopy, but it s often difficult to gather enough baseline data to train computers in the process. Now, a new method developed by scientists at the Salk Institute could make the technology more accessible by taking high-resolution images, and artificially degrading them.

Scientists induce artificial magnetic texture in graphene - UB Now: News and views for UB faculty and staff

“Independent of each other, graphene and spintronics each possess incredible potential to fundamentally change many aspects of business and society. But if you can blend the two together, the synergistic effects are likely to be something this world hasn’t yet seen, ” Nargess Arabchigavkani, postdoctoral research associate SUNY Polytechnic Institute Graphene is incredibly strong, lightweight, conductive … the list of its superlative properties goes on. It is not, however, magnetic a shortcoming that has stunted its usefulness in spintronics, an emerging field that scientists say could eventually rewrite the rules of electronics, leading to more powerful semiconductors, computers and other devices.

How much longer will the oxygen-rich atmosphere be sustained on Earth?

 E-Mail IMAGE: The authors of this study: Dr. Christopher Reinhard (left) and Dr. Kazumi Ozaki (right). view more  Credit: Kazumi Ozaki Earth s surface environments are highly oxygenated - from the atmosphere to the deepest reaches of the oceans, representing a hallmark of active photosynthetic biosphere. However, the fundamental timescale of the oxygen-rich atmosphere on Earth remains uncertain, particularly for the distant future. Solving this question has great ramifications not only for the future of Earth s biosphere but for the search for life on Earth-like planets beyond the solar system. A new study published in Nature Geoscience this week tackles this problem using a numerical model of biogeochemistry and climate and reveals that the future lifespan of Earth s oxygen-rich atmosphere is approximately one billion years.

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