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M. G. Meena

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Preprint Aug 2026

Memory-, Circuit-, and Ansatz-Efficient VQLS for CFD on Hybrid Quantum-HPC Systems

Fluid dynamics workloads are dominated by repeated solves of large, structured linear systems, motivating the search for quantum acceleration. The Variational Quantum Linear Solver (VQLS) is a leading near-term candidate, but practical deployment on hybrid quantum--high--performance computing (HPC) systems faces three...

Chao Lu, M. G. Meena, Eduardo Antonio Coello Pérez et al. · 2 citations
Preprint Jul 2026

Exploring the use of quantum computing for facilitating spatially and temporally resolved models of a biological cell

Whole-cell simulation, modeling all of a cell's functional systems over its life cycle, is an outstanding challenge in computational biology. Even the simplest living cell contains thousands of interacting proteins and metabolites (on the order of trillions of atoms) whose full functional dynamics spans roughly five or...

M. G. Meena, D. Kishore, J. Parks et al. · 0 citations

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