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Welcome to Durham Research Online (DRO)

Durham Research Online (DRO) is the University’s Open Access repository for publications. The primary purpose of DRO is to provide open access to publications authored by staff and students affiliated with Durham University.

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Latest Additions

Quantum-probabilistic Hamiltonian learning for generative modeling and anomaly detection (2023)
Journal Article
Araz, J. Y., & Spannowsky, M. (2023). Quantum-probabilistic Hamiltonian learning for generative modeling and anomaly detection. Physical Review A, 108(6), Article 062422. https://doi.org/10.1103/physreva.108.062422

The Hamiltonian of an isolated quantum-mechanical system determines its dynamics and physical behavior. This study investigates the possibility of learning and utilizing a system's Hamiltonian and its variational thermal state estimation for data ana... Read More about Quantum-probabilistic Hamiltonian learning for generative modeling and anomaly detection.

Task-Oriented Satellite-UAV Networks With Mobile-Edge Computing (2023)
Journal Article
Wei, P., Feng, W., Chen, Y., Ge, N., Xiang, W., & Mao, S. (2024). Task-Oriented Satellite-UAV Networks With Mobile-Edge Computing. IEEE Open Journal of the Communications Society, 5, 202-220. https://doi.org/10.1109/ojcoms.2023.3341251

Networked robots have become crucial for unmanned applications since they can collaborate to complete complex tasks in remote/hazardous/depopulated areas. Due to the cost inefficiency of deploying cellular network infrastructure in these areas, hybri... Read More about Task-Oriented Satellite-UAV Networks With Mobile-Edge Computing.

The e-MANTIS emulator: fast predictions of the non-linear matter power spectrum in f(R)CDM cosmology (2023)
Journal Article
Sáez-Casares, I., Rasera, Y., & Li, B. (2024). The e-MANTIS emulator: fast predictions of the non-linear matter power spectrum in f(R)CDM cosmology. Monthly Notices of the Royal Astronomical Society, 527(3), 7242-7262. https://doi.org/10.1093/mnras/stad3343

In order to probe modifications of gravity at cosmological scales, one needs accurate theoretical predictions. N-body simulations are required to explore the non-linear regime of structure formation but are very time consuming. In this work, we rele... Read More about The e-MANTIS emulator: fast predictions of the non-linear matter power spectrum in f(R)CDM cosmology.