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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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S. M. Harle

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Open access Sep 2026

A Constrained-Resilience Framework Coupling Battery Envelopes, Hash-Chain Provenance, and Quantum Annealing

An energy-feasibility framework for electric and solar-assisted unit-load-device (ULD) logistics is reconstructed, which treats energy as a dynamic, shared operational resource rather than a post-hoc check, intended for green, Industry 5.0, and quantum-ready logistics networks.

V. Sharma, U. V. Kanade, S. M. Harle · 0 citations
Open access Sep 2026

Layered Spectral–Quantum Decision Architecture for Constrained Logistics Resilience

Resilient logistics now has to absorb irregular lead times, energy ceilings, unit-load conflicts, and contested custody at the same time. This article assembles a layered decision architecture in which two-sided FKF/FKL spectra diagnose multi-echelon traces, a digital twin carries the synchronized state, and a QUBO / q...

V. Sharma, U. Kanade, S. M. Harle · 0 citations

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