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. 2026 Jun 21;16(6):214. doi: 10.3390/membranes16060214
AI Artificial Intelligence
API Application Programming Interface
CI Confidence Interval
CNT Carbon Nanotube
CSV Comma-Separated Values
DOI Digital Object Identifier
DSW Data Science Workshop
FP16 16-Bit Floating-Point Precision
GO Graphene Oxide
JSON JavaScript Object Notation
JSONL JavaScript Object Notation Lines
LLM Large Language Model
LoRA Low-Rank Adaptation
OSS Object Storage Service
PDF Portable Document Format
QA Question–Answer
RAG Retrieval-Augmented Generation
SFT Supervised Fine-Tuning
TF-IDF Term Frequency–Inverse Document Frequency