%0 Computer Program
%A Mohseni Armaki, Amir
%A Guo, Yaqi
%A Ahmadi, Majid
%A Streefland, Roan
%A Bäuerlein, Patrick S.
%A Mol, Arjan
%A Kumar, Sid
%A Taheri, Peyman
%D 2025
%T Code for: Ion Sensing based on Frequency-Dependent Physico-Chemical Processes at Electrode/Electrolyte Interfaces
%U 
%R 10.4121/086b2944-01bf-4f7c-ba34-f75d19e154d0.v1
%K Electrochemical Impedance Spectroscopy (EIS)
%K Real-Time Sensing
%K Ion-specific Fingerprint
%K Electrode/Electrolyte Interfaces
%K water
%K water quality monitoring
%X <p>This repository contains all MATLAB and Python codes developed for the studyIon Sensing based on Frequency-Dependent Physico-Chemical Processes at Electrode/Electrolyte Interfaces, including:</p><ul><li><strong>Fundamental impedance model</strong> – MATLAB implementation of the continuum-based model describing frequency-dependent physico-chemical processes at electrode/electrolyte interfaces.</li><li><strong>Machine learning workflow</strong> – Python scripts for data preprocessing, model training, cross-validation, and prediction of ion composition/concentration from EIS data.</li></ul><p><br></p>
%I 4TU.ResearchData