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Author

B. M. Afkham

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2 papers indexed here

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Preprint Sep 2026

B-GRASP: A Bayesian Framework for Inferring Graph Weights from SPDE-Inspired Dynamics

We present B-GRASP (Bayesian GRAph inference with SPDE priors), a Bayesian framework for inferring uncertain edge weights in stochastic dynamical systems on graphs from noisy observations of nodal states. The unknown edge weights parameterize the graph differential operator and therefore directly govern the evolution o...

Christina Schenk, B. Afkham · 0 citations
Jul 2026

3D Uncertainty Quantification for the Photo-Acoustic Tomography

A finite-element Bayesian UQ framework for PAT is developed that naturally accommodates complex computational domains and detector geometries while enabling large-scale three-dimensional inference, and the resulting methodology extends naturally to a broad class of linear PDE-constrained inverse problems.

B. Afkham, A. Alghami, H. Yazdanian et al. · 0 citations

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