1：Experimental Design and Method Selection:

The study involved preparing transparent coatings from AgNP-coated multiwalled CNTs, annealing them under various conditions, and analyzing changes in morphology and electrical properties using SEM and in situ resistance measurements.

2：Sample Selection and Data Sources:

Commercial MWCNT/AgNP powder (T-7031) and MWCNTs (CM-95) were used, with concentrations of

3：05 wt% and 1 wt% in acetone suspensions. Glass slides served as substrates. List of Experimental Equipment and Materials:

Equipment included a bath sonicator for dispersion, an air brush for spraying, an ultraviolet-visible spectrophotometer (Optizen 3220UV) for transmittance, a four-point probe system (CMT-SR2000N) for surface resistance, a scanning electron microscope (Hitachi S-4700) for morphology, and a digital multimeter (Agilent 34450A) for in situ resistance. Materials included MWCNT/AgNP powder, MWCNTs, acetone, ethanol, and Ag paste.

4：Experimental Procedures and Operational Workflow:

Suspensions were ultrasonically dispersed for 7 hours, sprayed onto precleaned glass slides, dried at 25°C for 24 hours, and annealed at temperatures of 50°C or 150°C for times of 30 or 120 minutes. In situ electrical resistance was monitored during annealing using a two-probe method.

5：Data Analysis Methods:

Transmittance was calculated from absorbance measurements, surface resistance was measured directly, and SEM images were analyzed to observe morphological changes. Electrical resistance data were normalized and correlated with sintering behavior.