Machine Learning for Precise Quantum Measurement that Approaches the Heisenberg Limit

Arxiv – Machine Learning for Precise Quantum Measurement (7 page pdf) Adaptive feedback schemes are promising for quantum-enhanced measurements yet are complicated to design. Machine learning can autonomously generate algorithms in a classical setting. Here we adapt machine learning for quantum information and use our framework to generate autonomous adaptive feedback schemes for quantum measurement. …

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US Air Force Looking for 2030 Game Changing Technology

The Air Force is trying to find just those massively disproportionately valuable technologies that could really have game-changing capabilities. Rather than focus on specific systems, Dahm and his staff members have looked for themes that they expect technology to follow. For example, Dahm expects to see a gradual shift from “manned to unmanned, larger systems …

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Closer Look at the National Renewable Energy Report on Achieving 20% Wind Energy

The Eastern Wind Integration and Transmission Study (EWITS) is one of the largest regional wind integration studies to date. It was initiated in 2008 to examine the operational impact of up to 20-30% energy penetration of wind on the power system in the Eastern Interconnect of the United States. the full report is a 242 …

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Future X-ray Sources Will Enable New Science

Science and Technology of Future Light Sources (91 pages) by Argonne National Laboratory, Brookhaven National Laboratory, Lawrence Berkeley National Laboratory and SLAC National Accelerator Laboratory X-rays with energies above 10 keV offer capabilities extending beyond the nanoworld shown aboce due to their ability to penetrate into optically opaque or thick objects. This opens the door …

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