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Physical Chemistry

Working Paper

A Bayesian View on the Hilbert Transform and the Kramers-Kronig Transform of Electrochemical Impedance Data: Probabilistic Estimates and Quality Scores

Jiapeng Liu, Ting Hei Wan, Francesco Ciucci

Version 2 posted 06 May 2020

1,522

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1

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Energy

Working Paper

Battery State Prediction through Hybrid Modeling: Integrating Neural Networks with a Single Particle Model

Simona Pepe, Lok Shu Kwan, Baptiste Py, Matthew J. Robson, Adeleke Maradesa, Francesco Ciucci

Version 1 posted 29 August 2023

411

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1

Citations

Energy

Working Paper

Probabilistic Deconvolution of the Distribution of Relaxation Times from Multiple Electrochemical Impedance Spectra

Adeleke Maradesa, Baptiste Py, Francesco Ciucci

Version 1 posted 03 July 2024

264

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Energy

Working Paper

Theoretical and Experimental Study of the Distribution of Capacitive Times

Baptiste Py, Adeleke Maradesa, Francesco Ciucci

Version 1 posted 17 November 2023

447

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Energy

Working Paper

Fast Fourier Transform-Based Distribution of Relaxation Times Analysis for Efficient and Flexible Time-Domain Electrochemical Impedance Characterization

Baptiste Py, Francesco Ciucci

Version 2 posted 14 November 2024

355

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Energy

Working Paper

Gaussian Processes for the Analysis of Electrochemical Impedance Spectroscopy Data: Prediction, Filtering, and Active Learning

Baptiste Py, Adeleke Maradesa, Francesco Ciucci

Version 1 posted 06 July 2022

623

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Energy

Working Paper

Beyond Ridge Regression: Enhancing Distribution of Relaxation Times Deconvolution

Baptiste Py, Francesco Ciucci

Version 1 posted 27 March 2024

282

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Chemical Engineering and Industrial Chemistry

Working Paper

The Probabilistic Deconvolution of the Distribution of Relaxation Times with Finite Gaussian Processes

Adeleke Maradesa, Baptiste Py, Emanuele Quattrocchi, Francesco Ciucci

Version 1 posted 07 December 2021

517

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Energy

Working Paper

Enhanced electrocatalysts fabricated via quenched ultrafast sintering: physicochemical properties and water oxidation applications

Antonino Curcio, Matthew J. Robson, Alessio Belotti, Zhiwei Hu, Yi-Ying Chin, Chien-Te Chen, Hong-Ji Lin, Francesco Ciucci

Version 1 posted 11 November 2021

260

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Energy

Working Paper

Entropy-based Regularized Regression for Advanced Distribution of Relaxation Times Deconvolution

Baptiste Py, Zilong Wang, Yuhao Wang, Francesco Ciucci

Version 2 posted 07 February 2025

184

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16 results in Francesco Ciucci in Authors: Francesco Ciucci

A Bayesian View on the Hilbert Transform and the Kramers-Kronig Transform of Electrochemical Impedance Data: Probabilistic Estimates and Quality Scores

Battery State Prediction through Hybrid Modeling: Integrating Neural Networks with a Single Particle Model

Probabilistic Deconvolution of the Distribution of Relaxation Times from Multiple Electrochemical Impedance Spectra

Theoretical and Experimental Study of the Distribution of Capacitive Times

Fast Fourier Transform-Based Distribution of Relaxation Times Analysis for Efficient and Flexible Time-Domain Electrochemical Impedance Characterization

Gaussian Processes for the Analysis of Electrochemical Impedance Spectroscopy Data: Prediction, Filtering, and Active Learning

Beyond Ridge Regression: Enhancing Distribution of Relaxation Times Deconvolution

The Probabilistic Deconvolution of the Distribution of Relaxation Times with Finite Gaussian Processes

Enhanced electrocatalysts fabricated via quenched ultrafast sintering: physicochemical properties and water oxidation applications

Entropy-based Regularized Regression for Advanced Distribution of Relaxation Times Deconvolution

16 results in Authors: Francesco Ciucci