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Phaser: a unified and extensible framework for fast electron ptychography.


ABSTRACT: We present phaser, an open-source Python package that provides a unified interface to both conventional and autodifferentiation-based ptychographic algorithms. Features such as mixed-state probe, probe position correction, and multislice ptychography make experimental reconstructions practical and robust. Reconstructions are specified in a declarative format and can be run from a command line, Jupyter notebook, or web interface. Multiple computational backends are supported to provide maximum flexibility. We report reconstruction success for a variety of experimental datasets, and detail the effects of regularization on convergence and reconstruction quality. Reconstruction speed is benchmarked for single-slice and multislice reconstructions and compared to state-of-the-art packages. The s

SUBMITTER: Gilgenbach C 

PROVIDER: S-EPMC12904782 | biostudies-literature | 2026

REPOSITORIES: biostudies-literature