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Data-driven modeling for ionomer membranes
Focused ion beam (FIB)
Micro X-ray computed tomography (benchtop)
Scanning electron microscopy (SEM)
Scanning transmission electron microscopy (STEM)
X-ray fluorescence spectroscopy (XRF)
Ex situ infrared imaging with active excitation
Multiphysics, multiscale cell models
Membrane performance-durability modeling
Transmission electron microscopy (TEM)
Microelectrode system: electro-osmotic coefficient, gas permeability and solubility testing, kinetics
Spectrocopic Ellipsometry for Thin Film Expansion and Swelling with RH
Fourier-transform infrared spectroscopy and ATR-FTIR
UV-Vis imaging , UV-Vis fluorescence and spectroscopy
Small/Wide-Angle X-ray scattering (SAXS/WAXS) in-situ for nanostructure and crystallinity
Grazing incidence X-ray scattering (GIXS) and X-ray Reflectometry for thin films and interfaces
Ionomer coverage using AC impedance
Dynamic Light Scattering (DLS) and UV-Vis
Rheometer
Quartz-Crystal Microbalance with Dissipation
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