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Machine Learning Provides Shortcut to Simulate Interactions in Materials for Solar Energy

Machine Learning Provides Shortcut to Simulate Interactions in Materials for Solar Energy
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Sijia Dong , Giulia Galli , Marco Govoni , Argonne Advanced Materials For Energy , Energy Frontier Research Center , National Science Foundation , Us Department Of Energy , Office Of Science User Facility , Office Of Basic Energy Sciences , Northeastern University , Chemical Sciences , Argonne National Laboratory , University Of Chicago , University Of Chicago Research Computing Center , Computational Materials Science Program , Midwest Integrated Center , Materials Science , Advanced Materials , Energy Water Systems , Liew Family Professor , Molecular Engineering , Computational Materials , Basic Energy Sciences , Argonne Leadership Computing Facility , Science User Facility , Research Computing Center ,

Blueprint for a robust quantum future

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IMAGE: Staff scientist Joseph Heremans working in lab at Argonne used to synthesize ultrapure diamond crystals and engineer electron spins that carry quantum information.
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Credit: (Image by Argonne National Laboratory.)
Claiming that something has a defect normally suggests an undesirable feature. That s not the case in solid-state systems, such as the semiconductors at the heart of modern classical electronic devices. They work because of defects introduced into the rigidly ordered arrangement of atoms in crystalline materials like silicon. Surprisingly, in the quantum world, defects also play an important role.
Researchers at the U.S. Department of Energy s (DOE) Argonne National Laboratory, the University of Chicago and scientific institutes and universities in Japan, Korea and Hungary have established guidelines that will be an invaluable resource for the discovery of new defect-based quantum systems. The international team publi ....

United States , University Of Chicago , Gary Wolfowicz , Joseph Heremans , Christopher Anderson , David Awschalom , Uchicago Argonne , Chicago Quantum Exchange , Adam Gali Budapest University Of Technology , Hosung Seo Ajou University , Kanai Tohoku University , Us Department Of Energy , Argonne Center , Office Of Science , Argonne National Laboratory , Nature Reviews , Molecular Engineering , Materials Science , Chicago Pritzker School , Liew Family Professor , Shun Kanai , Tohoku University , Hosung Seo , Ajou University , Adam Gali , Budapest University ,

New research could boost a solar-powered fuel made by splitting water

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Hydrogen is an incredibly powerful fuel, and the ingredients are everywhere in plain old water. Researchers would love to be able to use it widely as a clean and sustainable energy source.
One catch, however, is that a considerable amount of energy is required to split water and make hydrogen. Thus scientists have been working on fabricating materials for photoelectrodes that can use solar energy to split water, creating a solar fuel that can be stored for later use.
Scientists with the University of Chicago, the University of Madison-Wisconsin and Brookhaven National Laboratory published a new breakthrough in making such photoelectrodes. Their research, reported in ....

United States , University Of Wisconsin , Giulia Galli , Kyoung Shin Choi , Chenyu Zhou , Wennie Wang , Dongho Lee , Nature Energy On , University Of Madison , Department Of Energy , National Science Foundation , Nanomaterials At Brookhaven National Laboratory , Office Of Science , Argonne National Laboratory , University Of Chicago , University Of Chicago Research Computing Center , Brookhaven National Laboratory , Nature Energy , Liew Family Professor , Molecular Engineering , Mingzhao Liu , Functional Nanomaterials , Brookhaven National , Research Computing , Materials Synthesis , Proximal Probes User Facilities ,

Grad Student Co-Authors Paper on Optimizing Solar Fuel Production |

Grad Student Co-Authors Paper on Optimizing Solar Fuel Production |
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Environmental News Network - Tuning Electrode Surfaces to Optimize Solar Fuel Production

Environmental News Network - Tuning Electrode Surfaces to Optimize Solar Fuel Production
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