Materials Science · Physics
A method for diffraction-based identification of annealing-produced restructuring of amorphous fullerene
V. S. Neverov, P. A. Borisova, A. B. Kukushkin, V. V. Voloshinov
2014-12-24
Materials Science · Physics
Neighbors Map: an Efficient Atomic Descriptor for Structural Analysis
Arnaud Allera, Alexandra M. Goryaeva, Paul Lafourcade, Jean-Bernard Maillet +1
2023-09-25
Materials Science · Physics
Tabular Two-Dimensional Correlation Analysis for Multifaceted Characterization Data
Shun Muroga, Satoshi Yamazaki, Koji Michishio, Hideaki Nakajima +4
2023-11-28
Materials Science · Physics
Predicting macroscopic properties of amorphous monolayer carbon via pair correlation function
Mouyang Cheng, Chenyan Wang, Chenxin Qin, Yuxiang Zhang +3
2024-10-07
Materials Science · Physics
Spectroscopy-Guided Discovery of Three-Dimensional Structures of Disordered Materials with Diffusion Models
Hyuna Kwon, Tim Hsu, Wenyu Sun, Wonseok Jeong +7
2023-12-12
Materials Science · Physics
Experiment-driven atomistic materials modeling: A case study combining X-ray photoelectron spectroscopy and machine learning potentials to infer the structure of oxygen-rich amorphous carbon
Tigany Zarrouk, Rina Ibragimova, Albert P. Bartók, Miguel A. Caro
2024-12-23
Materials Science · Physics
Machine learning based approach for solving atomic structures of nanomaterials combining pair distribution functions with density functional theory
Magnus Kløve, Sanna Sommer, Bo B. Iversen, Bjørk Hammer +1
2025-07-14
Applied Physics · Physics
Deep Learning of Structural Morphology Imaged by Scanning X-ray Diffraction Microscopy
Aileen Luo, Tao Zhou, Martin V. Holt, Andrej Singer +1
2024-06-26
Mesoscale and Nanoscale Physics · Physics
Electronic Structure and Chemical Bonding of Amorphous Chromium Carbide Thin Films
Martin Magnuson, Matilda Andersson, Jun Lu, Lars Hultman +1
2012-05-04
Materials Science · Physics
A Powder Diffraction-AI Solution for Crystalline Structure
Di Wu, Pengkun Wang, Shiming Zhou, Bochun Zhang +7
2024-11-12
Materials Science · Physics
Structure-mining: screening structure models by automated fitting to the atomic pair distribution function over large numbers of models
Long Yang, Pavol Juhás, Maxwell W. Terban, Matthew G. Tucker +1
2020-05-07
Materials Science · Physics
Structure determination of disordered materials from diffraction data
Matthew J Cliffe, Martin T. Dove, D. A. Drabold, Andrew L. Goodwin
2015-05-14
Materials Science · Physics
Learning the Crystal Structure Genome for Property Classification
Yiqun Wang, Xiao-Jie Zhang, Fei Xia, Elsa A. Olivetti +2
2022-04-13
Materials Science · Physics
A probabilistic deep learning approach to automate the interpretation of multi-phase diffraction spectra
Nathan J. Szymanski, Christopher J. Bartel, Yan Zeng, Qingsong Tu +1
2021-05-27
Computational Physics · Physics
Ab Initio Structure Solutions from Nanocrystalline Powder Diffraction Data
Gabe Guo, Tristan Saidi, Maxwell Terban, Michele Valsecchi +2
2024-11-01
Materials Science · Physics
A convolutional neural network for defect classification in Bragg coherent X-ray diffraction
Bruce Lim, Ewen Bellec, Maxime Dupraz, Steven Leake +7
2021-07-01
Image and Video Processing · Electrical Eng. & Systems
Autonomous Polycrystalline Material Decomposition for Hyperspectral Neutron Tomography
Mohammad Samin Nur Chowdhury, Diyu Yang, Shimin Tang, Singanallur V. Venkatakrishnan +3
2025-01-24
Materials Science · Physics
Powder X-Ray Diffraction Assisted Evolutionary Algorithm for Crystal Structure Prediction
Stefano Racioppi, Alberto Otero De la Roza, Samad Hajinazar, Eva Zurek
2024-07-09
Materials Science · Physics
Carbon-based nanostructured composite films: elastic, mechanical and optoelectronic properties derived from computer simulations
Maria Fyta, Christos Mathioudakis, Ioannis N. Remediakis, Pantelis C. Kelires
2011-03-01
Machine Learning · Computer Science
DONUT: Physics-aware Machine Learning for Real-time X-ray Nanodiffraction Analysis
Aileen Luo, Tao Zhou, Ming Du, Martin V. Holt +2
2025-07-21