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General oscillator-based Ising-machine models with phase-amplitude dynamics and polynomial interactions

Lianlong Sun*, Matthew X. Burns†, and Michael C. Huang‡

  • *Contact author: lianlongsun@rochester.edu
  • †Contact author: mburns13@ur.rochester.edu
  • ‡Contact author: michael.huang@rochester.edu

Analyzing parametric oscillator Ising machines through the Kuramoto lens

Nikhat Khan, E.M.H.E.B. Ekanayake, Nicolas Casilli, Cristian Cassella, Luke Theogarajan, and Nikhil Shukla

Phys. Rev. Applied 25 034057 (2026)

Quantum information measures in the confined Robin harmonic oscillator: uncertainty, Shannon entropy and Onicescu energy

De-hua Wang, Tian-tian Tang, and Bin-hua Chu

Philosophical Magazine 106 1162 (2026)

Probabilistic algorithms for Ising machines from optimization to generative AI

Corentin Delacour, Xiuqi Zhang, Abdelrahman S. Abdelrahman, Saleh Bunaiyan, Kyle Lee, Shuvro Chowdhury, and Kerem Y. Camsari

Nat Rev Electr Eng 3 722 (2026)

Design, simulation, and cross-technology comparative analysis of 5-stage and 7-stage CMOS ring oscillators with machine learning-assisted performance prediction and PSO-based power optimisation

Komalsai Shiva and Reddy G. Hemantha

J. Eng. Appl. Sci. 73 161 (2026)

No title available

Yongchao Liu, Lianlong Sun, Rong Zeng, Michael Huang, and Hui Wu

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