Connor Duffin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Gpu Accelerated

Data Assimilation

Top Venues

J. Comput. Phys.

SIAM/ASA J. Uncertain. Quantification

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)
Ömer Deniz Akyildiz, Connor Duffin, Sotirios Sabanis, Mark Girolami
Statistical Finite Elements via Langevin Dynamics. SIAM/ASA J. Uncertain. Quantification 10 (4) (2022)
Connor Duffin, Edward Cripps, Thomas Stemler, Mark Girolami
Low-rank statistical finite elements for scalable model-data synthesis. J. Comput. Phys. 463 (2022)
Ömer Deniz Akyildiz, Connor Duffin, Sotirios Sabanis, Mark Girolami
Statistical Finite Elements via Langevin Dynamics. CoRR (2021)
Connor Duffin, Edward Cripps, Thomas Stemler, Mark Girolami
Low-rank statistical finite elements for scalable model-data synthesis. CoRR (2021)