Connor Duffin

According to our database, Connor Duffin authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Probabilistic Super-Resolution for High-Fidelity Physical System Simulations with Uncertainty Quantification.

Pengyu Zhang, Connor Duffin, Alex Glyn-Davies, Arnaud Vadeboncoeur, Mark Girolami

CoRR, February, 2025

2024

Φ-DVAE: Physics-informed dynamical variational autoencoders for unstructured data assimilation.

Alex Glyn-Davies, Connor Duffin, Ömer Deniz Akyildiz, Mark Girolami

J. Comput. Phys., 2024

2022

Statistical Finite Elements via Langevin Dynamics.

Ömer Deniz Akyildiz, Connor Duffin, Sotirios Sabanis, Mark Girolami

SIAM/ASA J. Uncertain. Quantification, 2022

Low-rank statistical finite elements for scalable model-data synthesis.

Connor Duffin, Edward Cripps, Thomas Stemler, Mark Girolami

J. Comput. Phys., 2022

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

Alex Glyn-Davies, Connor Duffin, Ömer Deniz Akyildiz, Mark Girolami

CoRR, 2022