Posts by Collection

Scalable Bayesian seismic wavelet estimation

Published in Geophysical Prospecting, 2025

TL;DR: Scalable Bayesian wavelet estimation with uncertainty quantification for large seismic datasets.

Download Paper | GitHub

Bayesian Semi-Blind Deconvolution at Scale

Published in arXiv, 2026

TL;DR: Bayesian approach (model + MCMC algorithms) for semi-blind deconvolution that scales to large datasets.

Download Paper | GitHub

Multiproposal Elliptical Slice Sampling

Published in arXiv, 2026

TL;DR: A multiproposal variant of elliptical slice sampling designed to improve sampling efficiency for Gaussian-prior models.

Download Paper | GitHub

Spatial Bayesian wavelet estimation from seismic volumes and well data.

Published: September 14, 2024

Bayesian seismic wavelet and subsurface estimation via Gibbs sampling on a cyclic domain.

Published: December 08, 2024

Scalable Bayesian seismic wavelet estimation.

Published: May 27, 2025

Scalable Bayesian seismic wavelet estimation.

Published: June 18, 2025

Scalable Bayesian seismic wavelet estimation.

Published: August 21, 2025

Multiproposal Elliptical Slice Sampling.

Published: November 03, 2026

MESS: A multiproposal, self-tuning, dimension-free MCMC algorithm with applications to Bayesian PDE inverse problems.

Published: November 03, 2026

Teaching

, , 1900

Teaching Assistant

• TMA4255 – Applied Statistics (Spring 2022)
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• ST1201 / ST6201 – Statistical Methods (Fall 2022, 2023)
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• TMA4240 – Statistics (Spring 2024)
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• TMA4300 – Computer Intensive Statistical Methods (Spring 2023, 2024)
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• TMA4115 – Mathematics 3 (Linear Algebra) (Fall 2025)
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• ISTX1001 – Industrial Statistics (Fall 2025)
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