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    <title>Impedance-Spectroscopy on Pi Stack</title>
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      <title>Self-Hosted Electrochemical Impedance Spectroscopy: impedance.py vs PyEIS vs DearEIS vs AutoEIS</title>
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      <description>&lt;h2 id=&#34;introduction&#34;&gt;Introduction&lt;/h2&gt;&#xA;&lt;p&gt;Electrochemical Impedance Spectroscopy (EIS) is the workhorse technique for characterizing batteries, fuel cells, corrosion processes, and biosensors. By applying a small AC perturbation and measuring the frequency-dependent impedance response, EIS reveals charge transfer kinetics, diffusion coefficients, and interfacial properties that DC methods cannot access.&lt;/p&gt;</description>
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