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Connor Duffin
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Statistical finite elements for misspecified models
C Duffin, E Cripps, T Stemler, M Girolami
Proceedings of the National Academy of Sciences 118 (2), e2015006118, 2021
182021
Statistical finite elements via Langevin dynamics
ÖD Akyildiz, C Duffin, S Sabanis, M Girolami
SIAM/ASA Journal on Uncertainty Quantification 10 (4), 1560-1585, 2022
72022
Low-rank statistical finite elements for scalable model-data synthesis
C Duffin, E Cripps, T Stemler, M Girolami
Journal of Computational Physics 463, 111261, 2022
72022
Statistical finite element methods for nonlinear PDEs
C Duffin
PhD thesis, The University of Western Australia, 2022
32022
-DVAE: Learning Physically Interpretable Representations with Nonlinear Filtering
A Glyn-Davies, C Duffin, ÖD Akyildiz, M Girolami
arXiv preprint arXiv:2209.15609, 2022
12022
Exploring Model Misspecification in Statistical Finite Elements via Shallow Water Equations
C Duffin, P Branson, M Rayson, M Girolami, E Cripps, T Stemler
arXiv preprint arXiv:2307.05334, 2023
2023
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