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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

205

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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

347

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Energy

Working Paper

Deconvolution of Electrochemical Impedance Spectroscopy Data Using the Deep-Neural-Network-Enhanced Distribution of Relaxation Times

Emanuele Quattrocchi, Baptiste Py, Adeleke Maradesa, Quentin Meyer, Chuan Zhao, Francesco Ciucci

Version 1 posted 26 July 2022

500

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Energy

Working Paper

Selecting the Regularization Parameter in the Distribution of Relaxation Times

Adeleke Maradesa, Baptiste Py, Ting Hei Wan, Mohammed B. Effat, Francesco Ciucci

Version 1 posted 14 November 2022

727

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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

544

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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

470

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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

322

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1

Citations

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

104

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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

219

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9 results in Baptiste Py in Authors: Baptiste Py

Beyond Ridge Regression: Enhancing Distribution of Relaxation Times Deconvolution

Theoretical and Experimental Study of the Distribution of Capacitive Times

Deconvolution of Electrochemical Impedance Spectroscopy Data Using the Deep-Neural-Network-Enhanced Distribution of Relaxation Times

Selecting the Regularization Parameter in the Distribution of Relaxation Times

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

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

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

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

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

9 results in Authors: Baptiste Py