Alex Glyn-Davies

Orcid: 0000-0001-5201-1228

According to our database1, Alex Glyn-Davies authored at least 4 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Φ-DVAE: Physics-informed dynamical variational autoencoders for unstructured data assimilation.
J. Comput. Phys., 2024

A Primer on Variational Inference for Physics-Informed Deep Generative Modelling.
CoRR, 2024

2022
Anomaly detection in streaming data with gaussian process based stochastic differential equations.
Pattern Recognit. Lett., 2022

$Φ$-DVAE: Learning Physically Interpretable Representations with Nonlinear Filtering.
CoRR, 2022


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