Q-LEAP: Millisecond Hyperdimensional Optimization for Full-Spectrum Optical Metamaterials. [PDF]
Q‐LEAP integrates physics‐informed residual machine learning with factorization‐machine‐encoded quantum annealing to design full‐spectrum optical metamaterials. It explores a 2108 design space and, in a single 2.56 ms annealing step, reaches 85.83% of the theoretical FoM limit, enabling selective 5‐8 µm emission with 3–5 and 8–14 µm suppression and ∼40×
Guo Z, Wu Y, Guo Y, Ju S.
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Optical Ising machines harness physical dynamics for combinatorial optimization, with integrated photonics enabling scalable, high-speed, energy-efficient solutions for real-world applications.
Ming Li, Yanbo Ren
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Entropy Regularization in the Mean-Field Free-Energy Machine for Combinatorial Optimization. [PDF]
Gao W.
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Complex Operator Growth in Dissipative Quantum Systems. [PDF]
Wakaura H, Tanimae T.
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Improving the Performance of a Syndromic Surveillance Definition for Sexual Violence. [PDF]
Ising A +4 more
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A parallel magnetic tunnel junction-based probabilistic Ising processor for efficient quadratic optimization. [PDF]
Yang S +4 more
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What Is a Pattern in Statistical Mechanics? Formalizing Structure and Patterns in One-Dimensional Spin Lattice Models with Computational Mechanics. [PDF]
Aguilar O.
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Enhancing vehicle-mountable multiple object tracking systems with embeddable Ising machines. [PDF]
Tatsumura K +4 more
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Quantum bioinformatics: a systematic review of methods, trends, and challenges. [PDF]
Khalaj M, Rayan S, Jin L.
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Factorization machine with quadratic-optimization annealing for RNA inverse folding and evaluation of binary-integer encoding and nucleotide assignment. [PDF]
Kikuchi S, Tanaka S.
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