Decoding crystallography from high-resolution electron imaging and diffraction datasets with deep learning

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The atomic simulation environment—a Python library for working with atoms

(2017) Ask Hjorth Larsen et al.   JOURNAL OF PHYSICS-CONDENSED MATTER

Electron ptychographic phase imaging of light elements in crystalline materials using Wigner distribution deconvolution

(2017) Hao Yang et al.   ULTRAMICROSCOPY

Electron ptychographic microscopy for three-dimensional imaging

(2017) Si Gao et al.   Nature Communications

Integrated Computational and Experimental Structure Refinement for Nanoparticles

(2016) Min Yu et al.   ACS Nano

Simultaneous atomic-resolution electron ptychography and Z-contrast imaging of light and heavy elements in complex nanostructures

(2016) H. Yang et al.   Nature Communications

COD::CIF::Parser: an error-correcting CIF parser for the Perl language

(2016) Andrius Merkys et al.   JOURNAL OF APPLIED CRYSTALLOGRAPHY

Big–deep–smart data in imaging for guiding materials design

(2015) Sergei V. Kalinin et al.   NATURE MATERIALS

Complex modeling: a strategy and software program for combining multiple information sources to solve ill posed structure and nanostructure inverse problems

(2015) Pavol Juhás et al.   Acta Crystallographica A-Foundation and Advances

SHELXT– Integrated space-group and crystal-structure determination

(2015) George M. Sheldrick   Acta Crystallographica A-Foundation and Advances

Computing stoichiometric molecular composition from crystal structures

(2015) Saulius Gražulis et al.   JOURNAL OF APPLIED CRYSTALLOGRAPHY

Commentary: The Materials Project: A materials genome approach to accelerating materials innovation

(2013) Anubhav Jain et al.   APL Materials

Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis

(2012) Shyue Ping Ong et al.   COMPUTATIONAL MATERIALS SCIENCE

Ptychographic electron microscopy using high-angle dark-field scattering for sub-nanometre resolution imaging

(2012) M.J. Humphry et al.   Nature Communications

Development and optimization of a novel genetic algorithm for identifying nanoclusters from scanning transmission electron microscopy images

(2011) Andrew J. Logsdail et al.   JOURNAL OF COMPUTATIONAL CHEMISTRY

Crystallography Open Database (COD): an open-access collection of crystal structures and platform for world-wide collaboration

(2011) Saulius Gražulis et al.   NUCLEIC ACIDS RESEARCH

Crystallography Open Database – an open-access collection of crystal structures

(2009) Saulius Gražulis et al.   JOURNAL OF APPLIED CRYSTALLOGRAPHY

Cluster imaging with a direct detection CMOS pixel sensor in Transmission Electron Microscopy

(2009) Marco Battaglia et al.   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT

A high-speed area detector for novel imaging techniques in a scanning transmission electron microscope

(2008) T.A. Caswell et al.   ULTRAMICROSCOPY