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. 2026 Sep 2;18(17):2149. doi: 10.3390/polym18172149
PINN Physics-informed neural network
PPy Polypyrrole
0D Zero-dimensional
1D One-dimensional
2D Two-dimensional
3D Three-dimensional
MOS Metal oxide semiconductor
CFD Computational fluid dyamics
SNR Signal-to-noise ratio
RHDA Rolling horizon data assimilation
RMSE Root mean square error
SEM Scanning electron microscopy
XRD X-ray diffractometry
FTIR Fourier transform infrared
APS Ammonium persulfate
EDS Energy-dispersive X-ray spectroscopy
LOD Limit of detection
LHS Latin hypercube sampling
PDE Partial differential equation