Towards robust autonomous impedance spectroscopy analysis: A calibrated hierarchical Bayesian approach for electrochemical impedance spectroscopy (EIS) inversion

Enhanced resolution impedimetric analysis of cell responses from the distribution of relaxation times

(2020) Fukun Shi et al.   BIOSENSORS & BIOELECTRONICS

The Gaussian Process Hilbert Transform (GP-HT): Testing the Consistency of Electrochemical Impedance Spectroscopy Data

(2020) Francesco Ciucci   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Deconvolving distribution of relaxation times, resistances and inductance from electrochemical impedance spectroscopy via statistical model selection: Exploiting structural-sparsity regularization and data-driven parameter tuning

(2019) Xin Li et al.   ELECTROCHIMICA ACTA

A general model for the impedance of batteries and supercapacitors: The non-linear distribution of diffusion times

(2019) Emanuele Quattrocchi et al.   ELECTROCHIMICA ACTA

The Gaussian process distribution of relaxation times: A machine learning tool for the analysis and prediction of electrochemical impedance spectroscopy data

(2019) Jiapeng Liu et al.   ELECTROCHIMICA ACTA

Finding the Optimal Regularization Parameter in Distribution of Relaxation Times Analysis

(2019) Nicolas Schlüter et al.   ChemElectroChem

Defect Incorporation and Transport within Dense BaZr0.8Y0.2O3 − δ(BZY20) Proton-Conducting Membranes

(2018) Huayang Zhu et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Electrochemical Impedance Imaging via the Distribution of Diffusion Times

(2018) Juhyun Song et al.   PHYSICAL REVIEW LETTERS

A Simple Method for Comparing Complex Models: Bayesian Model Comparison for Hierarchical Multinomial Processing Tree Models Using Warp-III Bridge Sampling

(2018) Quentin F. Gronau et al.   PSYCHOMETRIKA

Stan: A Probabilistic Programming Language

(2017) Bob Carpenter et al.   Journal of Statistical Software

Analysis and Application of Distribution of Relaxation Times in Solid State Ionics

(2017) Bernard A. Boukamp et al.   SOLID STATE IONICS

A high-precision approach to reconstruct distribution of relaxation times from electrochemical impedance spectroscopy

(2016) Yanxiang Zhang et al.   JOURNAL OF POWER SOURCES

Fourier transform distribution function of relaxation times; application and limitations

(2015) Bernard A. Boukamp   ELECTROCHIMICA ACTA

Influence of the Discretization Methods on the Distribution of Relaxation Times Deconvolution: Implementing Radial Basis Functions with DRTtools

(2015) Ting Hei Wan et al.   ELECTROCHIMICA ACTA

Analysis of Electrochemical Impedance Spectroscopy Data Using the Distribution of Relaxation Times: A Bayesian and Hierarchical Bayesian Approach

(2015) Francesco Ciucci et al.   ELECTROCHIMICA ACTA

Optimal Regularization in Distribution of Relaxation Times applied to Electrochemical Impedance Spectroscopy: Ridge and Lasso Regression Methods - A Theoretical and Experimental Study

(2014) Mattia Saccoccio et al.   ELECTROCHIMICA ACTA

The NumPy Array: A Structure for Efficient Numerical Computation

(2011) Stéfan van der Walt et al.   COMPUTING IN SCIENCE & ENGINEERING

High proton conduction in grain-boundary-free yttrium-doped barium zirconate films grown by pulsed laser deposition

(2010) Daniele Pergolesi et al.   NATURE MATERIALS

Harnessing evolutionary programming for impedance spectroscopy analysis: A case study of mixed ionic-electronic conductors

(2010) Shany Hershkovitz et al.   SOLID STATE IONICS

Analyzing results of impedance spectroscopy using novel evolutionary programming techniques

(2009) A. B. Tesler et al.   JOURNAL OF ELECTROCERAMICS