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Q-LEAP: Millisecond Hyperdimensional Optimization for Full-Spectrum Optical Metamaterials. [PDF]

open access: yesAdv Sci (Weinh)
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.
europepmc   +2 more sources

Optical Ising machine [PDF]

open access: yesNatl Sci Rev
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
europepmc   +2 more sources

Improving the Performance of a Syndromic Surveillance Definition for Sexual Violence. [PDF]

open access: yesJ Public Health Manag Pract
Ising A   +4 more
europepmc   +1 more source

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