Simona Pepe

The deep-DRT: A deep neural network approach to deconvolve the distribution of relaxation times from multidimensional electrochemical impedance spectroscopy data

Emanuele Quattrocchi, Ting Hei Wan, Alessio Belotti et al. · Electrochimica Acta · 2021 · 108 citations · Full text

Natural Sciences, Biophysics, Chemistry +16

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

Emanuele Quattrocchi, Ting Hei Wan, Antonino Curcio et al. · Electrochimica Acta · 2019 · 72 citations

Engineering, Chemical Engineering, Electrical Engineering +16

Unlocking the Potential of Mechanochemical Coupling: Boosting the Oxygen Evolution Reaction by Mating Proton Acceptors with Electron Donors

Antonino Curcio, Jian Wang, Zheng Wang et al. · Advanced Functional Materials · 2020 · 66 citations · Full text

Natural Sciences, Chemistry, Materials Science +17

Long-range battery state-of-health and end-of-life prediction with neural networks and feature engineering

Simona Pepe, Francesco Ciucci · Applied Energy · 2023 · 59 citations

Computing, Computer Science, Data Science +17

Neural ordinary differential equations and recurrent neural networks for predicting the state of health of batteries

Simona Pepe, Jiapeng Liu, Emanuele Quattrocchi et al. · Journal of Energy Storage · 2022 · 54 citations · Full text

Natural Sciences, Materials Science, Mathematics +14