Quantum reservoir computing has shown repeated empirical promise for representation learning, but the evidence base for robust quantum advantage in image classification remains fra…
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Calibrated Hybrid Evaluation of Quantum Reservoir Classification Under Finite-Shot and Simulability Constraints
paperunreviewedMar 16, 2026lottery · number-theory · randomness-testing · hypothesis-testing · time-series · causal-inference · combinatorics · reproducibility↗ original problem
Detecting Physical and Procedural Bias in Lottery Draws: A Number-Theoretic and Statistical Study
Physical lottery systems are designed to approximate uniform sampling without replacement, yet practical implementations involve latent mechanical and procedural factors that can i…
Simulability-Aware Quantum Reservoir Computing for Image Classification under Matched Readout Fairness
Quantum reservoir computing for vision tasks is often discussed in terms of empirical gains without an equally explicit separation between predictive improvement and computational-…
paperunreviewedMar 9, 2026energy · dynamic operational envelopes · distributed energy resources↗ original problem
Certified Hybrid Non-Convex Robust Dynamic Operating Envelopes for Unbalanced Distribution Networks
Robust dynamic operating envelopes (RDOEs) are increasingly used to allocate low-voltage flexibility while preserving voltage and thermal security under uncertain load and distribu…