Meltem Tolunay

Quantum convolutional HLA immunogenic peptide prediction (Q-CHIPP): Next-generation neoantigen prediction with quantum neural network

Ryan Peters, Kahn Rhrissorrakrai, Prerana Bangalore Parthasarathy, Vadim A. Ratner et autres

The rapid growth of quantum computing is driven by promises of performing complex calculations with unprecedented speed; however, current use cases have been limited by quantum hardware and the difficulty of identifying problems that classical computers cannot easily address. Within these constraints, …

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Publisher Correction: Advancing single-cell omics and cell-based therapeutics with quantum computing

Aritra Kumar Bose, Kahn Rhrissorrakrai, Filippo Utro, Laxmi Parida et autres

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Advancing single-cell omics and cell-based therapeutics with quantum computing

Aritra Kumar Bose, Kahn Rhrissorrakrai, Filippo Utro, Laxmi Parida et autres

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Quantum Convolutional HLA Immunogenic Peptide Prediction (Q-CHIPP): Next-Generation Neoantigen Prediction with Quantum Neural Networks

Ryan Scott Peters, Kahn Rhrissorrakrai, Prerana Bangalore Parthasarathy, Vadim A. Ratner et autres

ABSTRACT The immune system is an intricately evolved series of cellular and protein-protein interactions, which defend the body against pathogens and abnormal cells such as cancer. A key player in the immunologic recognition of non-self is the immune synapse, where T cell …

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Application of the Variational Quantum Eigensolver to the Ultimate Pit Problem

Yousef Hindy, Jessica Pointing, Meltem Tolunay, Sreeram Venkatarao et autres

Determining the ultimate pit profile that maximizes the profit while minimizing the cost of mine extraction is a fundamental problem in open-pit mining. The development of quantum computing hardware and advances in heuristic quantum algorithms make it possible to explore quantum computing …

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Towards quantum-enabled cell-centric therapeutics

Saugata Basu, Jannis Born, Aritra Kumar Bose, Sara Capponi et autres

In recent years, there has been tremendous progress in the development of quantum computing hardware, algorithms and services leading to the expectation that in the near future quantum computers will be capable of performing simulations for natural science applications, operations research, and …

Hamiltonian simulation of quantum beats in radical pairs undergoing thermal relaxation on near-term quantum computers

Meltem Tolunay, Ieva Liepuoniute, Mariya Vyushkova, Barbara Jones

with one and two groups of magnetically equivalent nuclei, respectively. Thermal relaxation dynamics in these systems are simulated using three methods: Kraus channel representations, noise models on Qiskit Aer and the inherent qubit noise present on the near-term quantum hardware. By leveraging …

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Hamiltonian Simulation of Quantum Beats in Radical Pairs Undergoing Thermal Relaxation on Near-term Quantum Computers

Meltem Tolunay, Ieva Liepuoniute, Mariya Vyushkova, Barbara Jones

Quantum dynamics of the radical pair mechanism is a major driving force in quantum biology, materials science, and spin chemistry. The rich quantum physical underpinnings of the mechanism are determined by a coherent oscillation (quantum beats) between the singlet and triplet spin …

A quantum computational approach to the open-pit mining problem

Yousef Hindy, Jessica Pointing, Meltem Tolunay, Sreeram Venkatarao et autres

The determination of optimal open-pit profiles is a well-studied combinatorial optimization problem, with profound technical and conceptual relevance in computational mining. The ongoing evolution of quantum computing hardware and the recent advances of heuristic quantum algorithms make it worthwhile to explore the …