publications
You can also find my publications in my Google Scholar profile.
2023
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Differentiable Agent-Based EpidemiologyIn Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
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Qwind3: UV Line-Driven Accretion Disc Wind Models for AGN FeedbackMonthly Notices of the Royal Astronomical Society, Jan 2023
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Don’t Simulate Twice: One-shot Sensitivity Analyses via Automatic DifferentiationIn Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, Jan 2023
2022
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Epidemiological Modelling in Refugee and Internally Displaced People Settlements: Challenges and Ways ForwardBMJ Global Health, Mar 2022
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Bayesian Emulation and History Matching of JUNEPhilosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Oct 2022
2021
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Operational Response Simulation Tool for Epidemics within Refugee and IDP Settlements: A Scenario-Based Case Study of the Cox’s Bazar SettlementPLOS Computational Biology, Oct 2021
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Vaccinations or Non-Pharmaceutical Interventions:Safe Reopening of Schools in EnglandmedRxiv, Sep 2021
2020
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Qwind Code Release: A Non-Hydrodynamical Approach to Modelling Line-Driven Winds in Active Galactic NucleiMonthly Notices of the Royal Astronomical Society, Jun 2020
2019
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XNet: A Convolutional Neural Network (CNN) Implementation for Medical x-Ray Image Segmentation Suitable for Small DatasetsIn Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging, Mar 2019
2018
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Gravitational Corrections to Light Propagation in a Perturbed FLRW Universe and Corresponding Weak-Lensing SpectraMonthly Notices of the Royal Astronomical Society, Jun 2018