Background and Objective Prescribing multiple drugs simultaneously, known as polypharmacy, is increasingly common in managing chronic diseases such as diabetes and cardiovascular conditions. Studies show that roughly 40% of elderly patients are on five or more medications, putting them at significant risk of adverse dr...
Bibekananda Hati, Ruchika Bhat, Zakeerhussain D. Kudari et al.· bioRxiv· 0 citations
The framework enables faithful QPE mimicry using a linearly scaling VQC, recovering the ground-state energy within the chemical accuracy threshold (1 kcal/mol), constituting a scalable, hardware-efficient paradigm for QPE-based molecular energy estimation on NISQ devices.
Mousumi Kundu, A. Patra, V. AnuragK.S. et al.· arXiv.org· 0 citations
This work introduces a machine-learned compact subspace generation protocol based on Restricted Boltzmann Machines, termed QSCI-RBM, and integrates it within the Density Matrix Embedding Theory (DMET) framework, highlighting that RBM-assisted configuration generation produces significantly more compact subspace while p...
A. Patra, V. AnuragK.S., Ruchika Bhat et al.· arXiv.org· 3 citations
This report presents a hybrid quantum-classical workflow performed on the Fujitsu FX700 ideal state-vector simulator using QARP that addresses two structural inefficiencies in quantum-sampling-based diagonalization workflows and introduces QSCI-RBM, a variant that replaces the configuration recovery of the SQD framewor...
V. AnuragK.S., A. Patra, M. Mukherjee et al.· arXiv.org· 3 citations
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