rishabhgargdps / ml_biosensors

Electrical Impedance Spectroscopy analysis using Machine Learning

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EIS Data analysis using Machine Learning

Different algorithms are compared to analyze which algorithm can be used to predict the bacterial concentration in a solution using the real and imaginary impedances over a range of frequenices.

Alternatively, we can fit the equivalent circuit as determined by SVR algorithm to find out the concentration dependent parameter.

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Electrical Impedance Spectroscopy analysis using Machine Learning


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