Non-negative matrix factorization for 2D-XAS images of lithium ion batteries

Visualization of Lithium Transfer Resistance in Secondary Particle Cathodes of Bulk-Type Solid-State Batteries

(2020) Yuki Nomura et al.   ACS Energy Letters

Spectral Analysis of X‐Ray Absorption Near Edge Structure in α‐Fe 2 O 3 Based on Bayesian Spectroscopy

(2020) Kazunori Iwamitsu et al.   PHYSICA STATUS SOLIDI B-BASIC SOLID STATE PHYSICS

Machine Learning based Analytical Framework for Automatic Hyperspectral Raman Analysis of Lithium-ion Battery Electrodes

(2019) Ankur Baliyan et al.   Scientific Reports

Quantitative Operando Visualization of Electrochemical Reactions and Li Ions in All-Solid-State Batteries by STEM-EELS with Hyperspectral Image Analyses

(2018) Yuki Nomura et al.   NANO LETTERS

Visualization of Inhomogeneous Reaction Distribution in the Model LiCoO2 Composite Electrode of Lithium Ion Batteries

(2017) Takashi Nakamura et al.   Journal of Physical Chemistry C

Simultaneous Estimation of Noise Variance and Number of Peaks in Bayesian Spectral Deconvolution

(2017) Satoru Tokuda et al.   JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN

Sparse modeling of EELS and EDX spectral imaging data by nonnegative matrix factorization

(2016) Motoki Shiga et al.   ULTRAMICROSCOPY

Understanding Li-K edge structure and interband transitions in LixCoO2 by electron energy-loss spectroscopy

(2014) Jun Kikkawa et al.   APPLIED PHYSICS LETTERS

Detecting cells using non-negative matrix factorization on calcium imaging data

(2014) Ryuichi Maruyama et al.   NEURAL NETWORKS

Evaluation of the effective reaction zone in a composite cathode for lithium ion batteries

(2013) Takashi Nakamura et al.   SOLID STATE IONICS

Challenges in the development of advanced Li-ion batteries: a review

(2011) Vinodkumar Etacheri et al.   Energy & Environmental Science

Bayesian spectral deconvolution with the exchange Monte Carlo method

(2011) Kenji Nagata et al.   NEURAL NETWORKS

Nonnegative Matrix Factorization on Orthogonal Subspace

(2010) Zhao Li et al.   PATTERN RECOGNITION LETTERS

Bi-cross-validation of the SVD and the nonnegative matrix factorization

(2009) Art B. Owen et al.   Annals of Applied Statistics

Direct in situ measurements of Li transport in Li-ion battery negative electrodes

(2009) Stephen J. Harris et al.   CHEMICAL PHYSICS LETTERS

Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations

(2009) Andrzej CICHOCKI et al.   IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUT

Recent developments in cathode materials for lithium ion batteries

(2009) Jeffrey W. Fergus   JOURNAL OF POWER SOURCES

Lithium deintercalation in LiFePO4 nanoparticles via a domino-cascade model

(2008) C. Delmas et al.   NATURE MATERIALS