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![Computing_Quantum_deep Computing_Quantum_deep](/sites/default/files/styles/list_page_thumbnail/public/Computing_Quantum_deep.png?itok=uYC0WNy_)
In a first for deep learning, an Oak Ridge National Laboratory-led team is bringing together quantum, high-performance and neuromorphic computing architectures to address complex issues that, if resolved, could clear the way for more flexible, efficient technologies in intelligent computing.
![Water is seen as small red and white molecules on large nanodiamond spheres. The colored tRNA can be seen on the nanodiamond surface. Image by Michael Mattheson, OLCF, ORNL Water is seen as small red and white molecules on large nanodiamond spheres. The colored tRNA can be seen on the nanodiamond surface. Image by Michael Mattheson, OLCF, ORNL](/sites/default/files/styles/list_page_thumbnail/public/new_nanodiamond_0001.png?itok=xf_EGVvD)
![3-D visualization of chemically-ordered phases in an iron-platinum (FePt) nanoparticle. 3-D visualization of chemically-ordered phases in an iron-platinum (FePt) nanoparticle.](/sites/default/files/styles/list_page_thumbnail/public/Oak_Ridge_Leadership_Computing_Facility.jpg?itok=i3nCCoBB)
Barely wider than a strand of human DNA, magnetic nanoparticles—such as those made from iron and platinum atoms—are promising materials for next-generation recording and storage devices like hard drives. Building these devices from nanoparticles should increase storage capaci...
![The_Shape_of_Melting_in_Two_Dimensions_on_Vimeo.jpg](/sites/default/files/styles/list_page_thumbnail/public/The_Shape_of_Melting_in_Two_Dimensions_on_Vimeo.jpg?h=5dbd1e45&itok=cl_ZEFzS)
Snow falls in winter and melts in spring, but what drives the phase change in between?
![Contrasting solvation strategies in conventional electrolytes (top-left) and a new class of Lewis-acidic polymer electrolytes (bottom-left). Contrasting solvation strategies in conventional electrolytes (top-left) and a new class of Lewis-acidic polymer electrolytes (bottom-left).](/sites/default/files/styles/list_page_thumbnail/public/news/images/pr_image.png?itok=2n475E0Z)
![Ramakrishnan “Ramki” Kannan loves the excitement and challenge of working at Oak Ridge National Laboratory, home to Titan. Ramakrishnan “Ramki” Kannan loves the excitement and challenge of working at Oak Ridge National Laboratory, home to Titan.](/sites/default/files/styles/list_page_thumbnail/public/news/images/2017-P00028.jpg?itok=WV6RXdKB)
Supercomputers like Oak Ridge National Laboratory’s Titan are advancing science at a frenetic pace and helping researchers make sense of data that could have easily been missed, says Ramakrishnan “Ramki” Kannan. Kannan, a computer scientist who came to ORNL in March 2016 after ...
![ORNL scientists studied ways to enhance the proposed memory cell performance and minimize access times and energies, yielding a novel cryogenic, or low-temperature, design that may resolve a memory storage bottleneck. ORNL scientists studied ways to enhance the proposed memory cell performance and minimize access times and energies, yielding a novel cryogenic, or low-temperature, design that may resolve a memory storage bottleneck.](/sites/default/files/styles/list_page_thumbnail/public/news/images/05%20bottleneck%20tip.jpg?itok=yVnZx4Pa)