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# This file describes how to cite the quantem software (schema: https://citation-file-format.github.io).
# It is maintained by hand. Unlike Zenodo's auto-generated author list, this file will not
# pick up new contributors on its own: update `authors`, `version`, and `date-released`
# with each release.
message: >-
If you use quantem in your research, please cite this software using the metadata below,
along with any relevant method papers listed in the README.
title: "quantem: quantitative electron microscopy analysis toolkit"
abstract: >-
quantem is a quantitative electron microscopy data analysis toolkit built on PyTorch,
providing tools for analyzing many kinds of transmission electron microscopy data.
type: software
authors:
- given-names: "Arthur R. C."
family-names: McCray
orcid: "0000-0001-6077-4698"
affiliation: "Stanford University"
- given-names: Colin
family-names: Ophus
orcid: "0000-0003-2348-8558"
affiliation: "Stanford University"
- given-names: "Stephanie M."
family-names: Ribet
orcid: "0000-0002-7117-066X"
affiliation: "Lawrence Berkeley National Laboratory"
- given-names: Georgios
family-names: Varnavides
orcid: "0000-0001-8338-3323"
affiliation: "Delft University of Technology"
- given-names: Cedric
family-names: Lim
orcid: "0009-0000-1319-5175"
affiliation: "Stanford University"
- given-names: Karen
family-names: Ehrhardt
# orcid: ""
# affiliation: ""
- given-names: Matthew
family-names: Feickert
# orcid: ""
# affiliation: ""
- given-names: Carter
family-names: Francis
# orcid: ""
# affiliation: ""
- given-names: "Sangjoon Bob"
family-names: Lee
# orcid: ""
# affiliation: ""
- given-names: Darshan
family-names: Mali
# orcid: ""
# affiliation: ""
- given-names: Nicholas
family-names: Marchese
# orcid: ""
# affiliation: ""
- given-names: Will
family-names: Millsaps
# orcid: ""
# affiliation: ""
doi: 10.5281/zenodo.18642593 # concept DOI (always resolves to the latest release)
license: MIT
repository-code: "https://github.com/electronmicroscopy/quantem"
url: "https://github.com/electronmicroscopy/quantem"
keywords:
- electron microscopy
- 4D-STEM
- ptychography
- tomography
- TEM
- STEM
- PyTorch
references:
- type: article
title: "Deep generative priors for robust and efficient electron ptychography"
authors:
- given-names: "Arthur R. C."
family-names: McCray
- given-names: "Stephanie M."
family-names: Ribet
- given-names: Georgios
family-names: Varnavides
- given-names: Colin
family-names: Ophus
year: 2025
url: "https://arxiv.org/abs/2511.07795"
notes: "arXiv:2511.07795"
- type: article
title: "Relaxing Direct Ptychography Sampling Requirements via Parallax Imaging Insights"
authors:
- given-names: Georgios
family-names: Varnavides
- given-names: "Julie Marie"
family-names: Bekkevold
- given-names: "Stephanie M."
family-names: Ribet
- given-names: "Mary C."
family-names: Scott
- given-names: Lewys
family-names: Jones
- given-names: Colin
family-names: Ophus
journal: "Microscopy and Microanalysis"
volume: 32
issue: 2
year: 2026
doi: 10.1093/mam/ozaf139
- type: article
title: >-
Missing Wedge Inpainting and Joint Alignment in Electron Tomography through
Implicit Neural Representations
authors:
- given-names: Cedric
family-names: Lim
- given-names: Corneel
family-names: Casert
- given-names: "Arthur R. C."
family-names: McCray
- given-names: Serin
family-names: Lee
- given-names: Andrew
family-names: Barnum
- given-names: Jennifer
family-names: Dionne
- given-names: Colin
family-names: Ophus
year: 2025
url: "https://arxiv.org/abs/2512.08113"
notes: "arXiv:2512.08113"
- type: article
title: >-
Multi-angle Precession Electron Diffraction (MAPED): A Versatile Approach to
4D-STEM Precession
authors:
- given-names: "Stephanie M."
family-names: Ribet
- given-names: Rohan
family-names: Dhall
- given-names: Colin
family-names: Ophus
- given-names: "Karen C."
family-names: Bustillo
journal: "Microscopy and Microanalysis"
volume: 31
issue: 6
year: 2025
doi: 10.1093/mam/ozaf103