Publications

1. Peard, A., Mo, Y., and Hall, J. W.: Simulating multivariate hazards with generative deep learning, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2025-3217, 2025.
2. Peard A, Hall J. Combining deep generative models with extreme value theory for synthetic hazard simulation: a multivariate and spatially coherent approach. arXiv preprint [Accepted at NeurIPS 2023 Workshop: Tackling Climate Change with Machine Learning (CCAI)] https://doi.org/10.48550/arXiv.2311.18521. 2023 Nov 30.

Misc

1. Slides: OPSIS Weekly Seminar 05-02-2025
2. Slides: Intelligent Earth CDT: Machine Learning for Hazard Modelling 13-12-2024
3. Slides: Waves and Flows Weekly Seminar 27-03-2023 (recording available)
4. MMSC Dissertation: Identifying Unbiased Meso-scale Structures in Spatial Networks
5. MMSC Dissertation SI: Identifying Unbiased Meso-scale Structures in Spatial Networks

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