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Accelerated Stress Testing (AST)
Thermo Gravametric Analysis (TGA-MS)
ITC Calorimetry for ink interactions
Machine Learning
Data-driven modeling for ionomer membranes
Neutron imaging/tomography
Multiphysics, multiscale cell models
Membrane performance-durability modeling
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
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
Dynamic Light Scattering (DLS) and UV-Vis
Rheometer
Quartz-Crystal Microbalance with Dissipation
Spectrocopic Ellipsometry for Supported Thin Films
Microelectrode system: electro-osmotic coefficient, gas permeability and solubility testing
Energy Tunable X-ray scattering with Soft and Tender X-rays (RSoXS, T-Rex)
Grazing incidence X-ray scattering (GIXS)
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