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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

Author

Mohammadhossein Mohammadisiahroudi

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2 papers indexed here

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Preprint Sep 2026

An analysis of iterative refinement for quantum linear system solvers

An IR scheme is developed that solves a sequence of related linear systems to progressively refine the solution while requiring only fixed-precision quantum subroutines, finally obtaining a classical description of a high-precision solution.

Adrian Harkness, Mohammadhossein Mohammadisiahroudi, Brandon Augustino et al. · 0 citations
Preprint Aug 2026

A Quantum Optimization Framework for Data-Assimilation-Augmented Parameter Estimation

A hybrid classical-quantum framework is developed that reformulates a data-assimilation-augmented parameter estimation problem as a combinatorial optimization task and is used to recover classical system parameters from partial state observations across steady-state, chaotic, and high-dimensional multiscale dynamical s...

Muhammad Jalil Ahmad, Mohammadhossein Mohammadisiahroudi, A. Biswas et al. · 0 citations

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