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![Inspired by the brain’s web of neurons, deep neural networks consist of thousands or millions of simple computational units. Inspired by the brain’s web of neurons, deep neural networks consist of thousands or millions of simple computational units.](/sites/default/files/styles/list_page_thumbnail/public/news/images/iStock_Patton.jpg?itok=-_7cCRH4)
Deep neural networks—a form of artificial intelligence—have demonstrated mastery of tasks once thought uniquely human. Their triumphs have ranged from identifying animals in images, to recognizing human speech, to winning complex strategy games, among other su...
![The Department of Energy’s INCITE program promotes transformational advances in science and technology through large allocations of time on state-of-the-art supercomputers. The Department of Energy’s INCITE program promotes transformational advances in science and technology through large allocations of time on state-of-the-art supercomputers.](/sites/default/files/styles/list_page_thumbnail/public/news/images/incite_awards_headline.png?itok=o-UFMiIC)
The U.S. Department of Energy’s Office of Science announced 55 projects with high potential for accelerating discovery through its Innovative and Novel Computational Impact on Theory and Experiment (INCITE) program. The projects will share 5.95 billion core-hours on t...
![When a neutron star forms, compression creates heat that generates neutrinos. When the star’s core collapses, a shock wave propagates around the star but stalls. Credit: ORNL, U.S. Dept. of Energy; created by J.A. Harris. When a neutron star forms, compression creates heat that generates neutrinos. When the star’s core collapses, a shock wave propagates around the star but stalls. Credit: ORNL, U.S. Dept. of Energy; created by J.A. Harris.](/sites/default/files/styles/list_page_thumbnail/public/entropy_blk.jpg?itok=H-ZXVTAa)
The Big Bang began the formation and organization of the matter that makes up ourselves and our world. Nearly 14 billion years later, nuclear physicists at the Department of Energy’s Oak Ridge National Laboratory (ORNL) and their partners are using America’s most powerful supercomp...
![ORNL’s 2017 Molten Salt Reactor Workshop offered a wide range of talks on advanced reactors, including modeling and simulation techniques, commercial licensing strategies and the Department of Energy’s efforts to work with industry on developing designs. ORNL’s 2017 Molten Salt Reactor Workshop offered a wide range of talks on advanced reactors, including modeling and simulation techniques, commercial licensing strategies and the Department of Energy’s efforts to work with industry on developing designs.](/sites/default/files/styles/list_page_thumbnail/public/2017-P06804%5B1%5D_0.jpg?itok=Igf400gk)
The third annual Molten Salt Reactor Workshop allowed leading voices on advanced reactors—including scientists from the national laboratory system, the Nuclear Regulatory Commission, reactor design firms and universities—to discuss current efforts in molten salt reactor work and pu...
![ORNL Image](/sites/default/files/styles/list_page_thumbnail/public/Susan_Hogle_th.jpg?itok=iylKTfwS)
For many scientists and engineers, the first real test of their mettle comes not in a classroom, but in a lab or the field, where hands-on experience can teach volumes. For Susan Hogle, that hands-on experience just happened to be with material that was too hot to handle—literally....
![Arjun Shankar Arjun Shankar](/sites/default/files/styles/list_page_thumbnail/public/shankar.png?itok=qqOR_eUI)
The field of “Big Data” has exploded in the blink of an eye, growing exponentially into almost every branch of science in just a few decades. Sectors such as energy, manufacturing, healthcare and many others depend on scalable data processing and analysis for continued in...
![COHERENT collaborators were the first to observe coherent elastic neutrino–nucleus scattering. Their results, published in the journal Science, confirm a prediction of the Standard Model and establish constraints on alternative theoretical models. Image c COHERENT collaborators were the first to observe coherent elastic neutrino–nucleus scattering. Their results, published in the journal Science, confirm a prediction of the Standard Model and establish constraints on alternative theoretical models. Image c](/sites/default/files/styles/list_page_thumbnail/public/SLIDESHOW%202_collaboration.jpg?itok=icKSVyYi)
After more than a year of operation at the Department of Energy’s (DOE’s) Oak Ridge National Laboratory (ORNL), the COHERENT experiment, using the world’s smallest neutrino detector, has found a big fingerprint of the elusive, electrically neutral particles that interact only weakly with matter.
![A novel technique can help protect the innermost wall in a fusion reactor from the energy created when hydrogen isotopes are heated to temperatures hotter than the sun. Photo by General Atomics A novel technique can help protect the innermost wall in a fusion reactor from the energy created when hydrogen isotopes are heated to temperatures hotter than the sun. Photo by General Atomics](/sites/default/files/styles/list_page_thumbnail/public/news/images/General_Atomics_Tokamak_inside.jpg?itok=TDHxzw6A)
![Left to right: ORNL’s Derek Rose, Matthew Eicholtz, Philip Bingham, Ryan Kerekes, Shaun Gleason Left to right: ORNL’s Derek Rose, Matthew Eicholtz, Philip Bingham, Ryan Kerekes, Shaun Gleason](/sites/default/files/styles/list_page_thumbnail/public/St%20Jude%20Researcher%20Group%20Photo.jpg?itok=6KWAWdvu)
![VA_healthcare_dataset VA_healthcare_dataset](/sites/default/files/styles/list_page_thumbnail/public/VA_healthcare_dataset.jpg?itok=lkJwiGH7)