Author

Anita Devi

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Preprint Jul 2026

Noise-aware emulation and cross-device validation of neutral atom analog quantum processing units

A noise-aware emulation framework that propagates the dominant noise mechanisms throughout the full computation cycle to predict device behavior and establishes a foundation for verifying analog processors in regimes beyond classical reach is presented.

Constantin Dalyac, Sergi Julia-Farr'e, L. Leclerc et al. · 3 citations · ⚡1

Open access Jul 2026

Adaptive self-supervised learning for real-time problem solving in autonomous systems.

The AdaptSolveAI with SelfSolveNet framework provides a practical recipe for resilient and safety-aware autonomy by enabling continuous learning from unlabeled streams, adaptation within fixed computational budgets, and action execution under control barrier function-based safety constraints.

Nagunuri Rajender, Girish Reddy Ginni, K. Rayudu et al. · Scientific Reports · 0 citations