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most citedQuantum Approximate Optimization Algorithm and Quantum-enhanced Markov Chain Monte Carlo: A Hybrid Approach to Data Assimilation in 4DVAR

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physics.bio-ph2024

Quantum Algorithms for Optimizing Mycorrhizal Inoculants Using Mycoponics: A Novel Framework for Nutrient Transfer and Protein Discovery in Precision Agriculture

Abhiram Sripat

Mycorrhizal fungi form vast subterranean networks that are critical for plant nutrient uptake, carbon sequestration, and ecosystem resilience. Despite their ecological importance,…

quant-ph2024★ 1 cited

Quantum Approximate Optimization Algorithm and Quantum-enhanced Markov Chain Monte Carlo: A Hybrid Approach to Data Assimilation in 4DVAR

Abhiram Sripat

We propose a novel hybrid quantum-classical framework that integrates the Quantum Approximate Optimization Algorithm (QAOA) and Quantum-enhanced Markov Chain Monte Carlo (QMCMC) wi…