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. 2025 Dec 19;18(1):5. doi: 10.3390/polym18010005
AI Artificial Intelligence
FRCs Fiber-Reinforced Composites
UV Ultraviolet
ML Machine Learning
PVDF Polyvinylidene Fluoride
FTIR Fourier Transform Infrared
SEM Scanning Electron Microscopy
DSC Differential Scanning Calorimetry
TGA Thermogravimetric Analysis
VOC Volatile Organic Compound
GCNs Graph Convolutional Networks
MPNNs Message-Passing Neural Networks
VAEs Variational Autoencoders
GANs Generative Adversarial Networks
MD Molecular Dynamics
FE Finite Elements
LCA Lifecycle Assessment
PIML Physics-Informed Machine Learning
XAI Explainable Artificial Intelligence
EIS Electrochemical Impedance Spectroscopy
AE Acoustic Emission
CNNs Convolutional Neural Networks
RNNs Recurrent Neural Networks
LSTM Long Short-Term Memory
SHM Structural Health Monitoring
RUL Remaining Useful Life
IoT Internet of Things
DT Digital Twin