Digital Twin Modeling of Quantum Dynamical Systems: Dissipative Quantum Reservoir Computing

arXiv:2609.36901 · quant-ph, cs.AI · Submitted 2026-09-29 · Read on arXiv

quant-ph, cs.AI

Submitted: 2026-09-29

Updated: 2026-09-29

Code: https://github.com/AI-and-Quantum-Computing/DQuRC

Terminology

Quantum Reservoir Computing — 13× in this paper
Accuracy — 11× in this paper · explained in 1 episode
Hilbert Space — 8× in this paper · explained in 2 episodes
Digital Twin — 6× in this paper · explained in 5 episodes
Entanglement — 6× in this paper · explained in 3 episodes
High-Harmonic Generation — 4× in this paper
Classical Reservoir Computing — 3× in this paper
Fidelity — 3× in this paper · explained in 2 episodes
Generalization — 3× in this paper · explained in 13 episodes
Lindblad master equation — 3× in this paper · explained in 2 episodes
Quantum Reservoir Computing (QRC) — 3× in this paper · explained in 2 episodes
Trace — 3× in this paper · explained in 2 episodes
Benchmark — 2× in this paper · explained in 2 episodes
Lindblad Dynamics — 2× in this paper · explained in 2 episodes
Temporal Correlations — 2× in this paper · explained in 2 episodes
Army Research Office — 1× in this paper
Consistency — 1× in this paper · explained in 3 episodes
Dynamic Modeling — 1× in this paper · explained in 3 episodes
Information Leakage — 1× in this paper · explained in 2 episodes
Principal Component Analysis (PCA) — 1× in this paper · explained in 4 episodes
Robustness — 1× in this paper · explained in 5 episodes

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