Publications

TitleAuthorsJournal/Conference/PreprintYearSource
Efficient monotonic Gaussian processes via Randomize-then-OptimizeZhang, C. et al.Journal of Computational Physics2026Elsevier
Bayesian velocity-space tomography with collision- and charge-exchange-physics prior from fast-ion D-alpha measurements at TCV with uncertainty quantificationRud, M. et al.Plasma Physics and Controlled Fusion2026IOP
A computational framework and implementation of implicit priors in Bayesian inverse problemsEverink, J. M. et al.arXiv2025arXiv
Self-supervised conformal prediction for uncertainty quantification in imaging problemsEverink, J. M. et al.SSVM 20252025Springer arXiv
The geometry and well-posedness of sparse regularized linear regressionEverink, J. M. et al.arXiv2024arXiv
Spatial regularization and level-set methods for experimental electrical impedance tomography with partial dataAlghamdi, A. M. A. et al.Applied Mathematics for Modern Challenges2024AIMS
Sparse Bayesian inference with regularized Gaussian distributionsEverink, J. M. et al.Inverse Problems2023IOP
Bayesian inference with projected densitiesEverink, J. M. et al.SIAM/ASA Journal on Uncertainty Quantification2023SIAM
Having fun in learning formal specificationsPrasetya, W. et al.ICSE-SEET 20192019arXiv IEEE

Theses