Software accompanying the PhD thesis titled "Dielectric Spectroscopy for Non-Invasive Sensing of Organ-On-Chip Devices" by T.B. Hosman. Folder Description Calibrate definitions tools and definitions to generate calibration kits for various liquids. Convergence algorithm scripts used for iterative layer extraction as described in thesis Section 2.4.3. Data formatting functions used for converting data formats. Error analysis MATLAB software and Keysight Advanced Design System (ADS) files related to error analysis described in thesis Chapter 5. Liquid 2-port generator tool to generate 2-port model of a liquid (experimental). LUT algorithm scripts for LUT-based spectrum extraction as described in thesis Section 2.4.1. Numerical model functions numerical model helper functions, used for convergence and LUT algorithm. Particle mixing tool for numerical estimation of liquids with mixed particles (experimental). Sensing depth analysis tools used for estimating sensing depth as presented in thesis Section 4.2.3. Surface approach using phase deviation software used for the positioning of the OECP using the motorised plate, used in thesis Section 4.2 and Chapter 6.