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Machine learning for quantum physics
Science, 2017An artificial neural network can discover the ground state of a quantum many-body ...
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Machine learning and quantum physics
Science, 2017Many-Body Physics Elucidating the behavior of quantum interacting systems of many particles remains one of the biggest challenges in physics. Traditional numerical methods often work well, but some of the most interesting problems leave them stumped.
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Quantum algorithms for machine learning
XRDS: Crossroads, The ACM Magazine for Students, 2016Quantum computing and machine learning are two technologies that have generated unparalleled amounts of hype among the scientific community and popular press. Both are mysterious, immensely powerful, and on a collision course with each other.
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Machine Learning in Quantum Sciences
Artificial intelligence is dramatically reshaping scientific research and is coming to play an essential role in scientific and technological development by enhancing and accelerating discovery across multiple fields. This book dives into the interplay between artificial intelligence and the quantum sciences; the outcome of a collaborative effort from ...Dawid, Anna +28 more
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Machine learning in the quantum realm: The state-of-the-art, challenges, and future vision
Expert Systems With Applications, 2022Mohamed Elhoseny +2 more
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Quantum Machine Learning with Quantum Image Representations
2022 IEEE International Conference on Quantum Computing and Engineering (QCE), 2022Tuyen Nguyen +3 more
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An introduction to quantum machine learning: from quantum logic to quantum deep learning
Quantum Machine Intelligence, 2021Simone Bianco
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Generalization in Quantum Machine Learning: A Quantum Information Standpoint
PRX Quantum, 2021Stefano Pirandola +2 more
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