Articles · Scientific tutorial series
Computational Atomic-Resolution STEM: Concepts and Methods
Illustrated tutorials on image formation, surrogate modelling, numerical uncertainty, interaction effects, and validation in atomic-resolution STEM.
Scientific tutorial · Scientific Computing ·
When Can We Add Atomic Images Together?
An evidence-synchronized visual guide to when HAADF-STEM atomic responses can be added, how geometry changes non-additivity, and when higher image order is needed.
Scientific tutorial · Scientific Computing ·
Building Fast, Trustworthy Models of Electron Microscope Images
How an accurate one-body atlas, a continuous interaction measure, independent gate testing, and abstention combine into an interpretable fast surrogate.
Scientific tutorial · Scientific Computing ·
What Can an Electron Microscope Image Tell Us About Atomic Structure?
A practical introduction to joint structure–nuisance inference, heteroscedastic likelihoods, adequacy gates, protected validation, and scientifically necessary abstention.