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Alex Glyn-Davies

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Journal Articles

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2024
[j2]
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  - journals/jcphy/GlynDaviesDAG24
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Alex Glyn-Davies, Connor Duffin, Ömer Deniz Akyildiz, Mark Girolami:
Φ-DVAE: Physics-informed dynamical variational autoencoders for unstructured data assimilation. J. Comput. Phys. 515: 113293 (2024)
2022
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Alex Glyn-Davies, Mark Girolami:
Anomaly detection in streaming data with gaussian process based stochastic differential equations. Pattern Recognit. Lett. 153: 254-260 (2022)

Informal and Other Publications

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2022
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Alex Glyn-Davies, Connor Duffin, Ömer Deniz Akyildiz, Mark Girolami:
$Φ$-DVAE: Learning Physically Interpretable Representations with Nonlinear Filtering. CoRR abs/2209.15609 (2022)

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