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Practical few-atom quantum reservoir computing

Chuanzhou Zhu1,*, Peter J. Ehlers1, Hendra I. Nurdin2, and Daniel Soh1,†

  • *Contact author: chuanzhouzhu@arizona.edu
  • †Contact author: danielsoh@arizona.edu

Topology-enhanced superconducting qubit networks for in-sensor quantum information processing

J Settino, G G Luciano, A Di Bartolomeo, P Silvestrini, M Lisitskiy, B Ruggiero, and F Romeo

Quantum Sci. Technol. 11 015019 (2026)

All-optical echo state network reservoir computing

Ishwar S. Kaushik, Peter J. Ehlers, and Daniel Soh

Phys. Rev. Research 8 013041 (2026)

Quantum reservoir computing for predicting and characterizing chaotic maps

Qingyu Li, Chiranjib Mukhopadhyay, Ludovico Minati, and Abolfazl Bayat

Phys. Rev. Research 8 013304 (2026)

Quantum reservoir computing in Jaynes-Cummings models: Nonlinear memory and time-series prediction

Sreetama Das, Gian Luca Giorgi, and Roberta Zambrini

Phys. Rev. Research 8 023148 (2026)

Experimental quantum reservoir computing with a circuit-quantum-electrodynamics system

B. Carles, J. Dudas, L. Balembois, J. Grollier, and D. Marković

Phys. Rev. Applied 25 054005 (2026)

Hyperentanglement-based quantum reservoir computing

Boyuan Sun, Yifan Sun, and Xiangdong Zhang

Phys. Rev. A 113 062416 (2026)

Quantum aspects of spacetime: a quantum optics view of acceleration radiation and black holes

C. R. Ordóñez, A. Chakraborty, H. E. Camblong, Marlan O. Scully, and William G. Unruh

Philosophical Magazine 1 (2026)

Advancing single-cell omics and cell-based therapeutics with quantum computing

Aritra Bose et al.

Nat Rev Mol Cell Biol 27 394 (2026)

Engineering quantum reservoirs through Krylov complexity, expressivity, and observability

Saud Čindrak, Lina Jaurigue, and Kathy Lüdge

Phys. Rev. Research 7 043190 (2025)

From Krylov complexity to observability: Capturing phase space dimension with applications in quantum reservoir computing

Saud Čindrak, Kathy Lüdge, and Lina Jaurigue

Phys. Rev. Research 7 L042039 (2025)

Memory-augmented hybrid quantum reservoir computing

J. Settino, L. Salatino, L. Mariani, F. D’Amore, M. Channab, L. Bozzolo, S. Vallisa, P. Barillà, A. Policicchio, N. Lo Gullo, A. Giordano, C. Mastroianni, and F. Plastina

Phys. Rev. Applied 24 024019 (2025)

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