Unsupervised phase mapping of X-ray diffraction data by nonnegative matrix factorization integrated with custom clustering

Identification of release sources in advection–diffusion system by machine learning combined with Green’s function inverse method

(2018) Valentin G. Stanev et al.   APPLIED MATHEMATICAL MODELLING

Contaminant source identification using semi-supervised machine learning

(2018) Velimir V. Vesselinov et al.   JOURNAL OF CONTAMINANT HYDROLOGY

Inferring phase diagrams from X-ray data with background signals using graph segmentation

(2017) Shaobo Li et al.   MATERIALS SCIENCE AND TECHNOLOGY

Comparison of dissimilarity measures for cluster analysis of X-ray diffraction data from combinatorial libraries

(2017) Yuma Iwasaki et al.   npj Computational Materials

Semi-Supervised Approach to Phase Identification from Combinatorial Sample Diffraction Patterns

(2016) Jonathan Kenneth Bunn et al.   JOM

Automated Phase Mapping with AgileFD and its Application to Light Absorber Discovery in the V–Mn–Nb Oxide System

(2016) Santosh K. Suram et al.   ACS Combinatorial Science

High-throughput determination of structural phase diagram and constituent phases using GRENDEL

(2015) A G Kusne et al.   NANOTECHNOLOGY

Blind source separation for groundwater pressure analysis based on nonnegative matrix factorization

(2015) Boian S. Alexandrov et al.   WATER RESOURCES RESEARCH

Signatures of mutational processes in human cancer

(2013) Ludmil B. Alexandrov et al.   NATURE

A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion

(2013) Yangyang Xu et al.   SIAM Journal on Imaging Sciences

Deciphering Signatures of Mutational Processes Operative in Human Cancer

(2013) Ludmil B. Alexandrov et al.   Cell Reports

Graph Regularized Nonnegative Matrix Factorization for Data Representation

(2010) Deng Cai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Rapid identification of structural phases in combinatorial thin-film libraries using x-ray diffraction and non-negative matrix factorization

(2009) C. J. Long et al.   REVIEW OF SCIENTIFIC INSTRUMENTS

Combinatorial discovery of a lead-free morphotropic phase boundary in a thin-film piezoelectric perovskite

(2008) S. Fujino et al.   APPLIED PHYSICS LETTERS

A reliable methodology for high throughput identification of a mixture of crystallographic phases from powder X-ray diffraction data

(2008) Laurent Allan Baumes et al.   CRYSTENGCOMM