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The Physics of Quantum Information
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Rapid ongoing progress in quantum information science makes this an apt time for a Solvay Conference focused on The Physics of Quantum Information. Here I review four intertwined themes encompassed by this topic: Quantum computer science, quantum hardware, quantum matter, and quantum gravity. Though the time scale for broad practical impact of quantum computation is still uncertain, in the near future we can expect noteworthy progress toward scalable fault-tolerant quantum computing, and discoveries enabled by programmable quantum simulators. In the longer term, controlling highly complex quantum matter will open the door to profound scientific advances and powerful new technologies.
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Learning to stabilize nonequilibrium phases of matter with active feedback using partial information
Reinforcement-learned active feedback with partial state information stabilizes area-law entanglement in (1+1)-dimensional stabilizer circuits for arbitrarily small disentangling bias.
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