Alex Glyn-Davies

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 3

Top Topics

Agent Based Simulations

Nonlinear Filtering

Top Venues

J. Comput. Phys.

Pattern Recognit. Lett.

Publications

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 (2024)
Alex Glyn-Davies, Connor Duffin, Ömer Deniz Akyildiz, Mark Girolami
$Φ$-DVAE: Learning Physically Interpretable Representations with Nonlinear Filtering. CoRR (2022)
Alex Glyn-Davies, Mark Girolami
Anomaly detection in streaming data with gaussian process based stochastic differential equations. Pattern Recognit. Lett. 153 (2022)