id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
ajst-29855	Wan, Min; Zhang, Huaibang; Yang, Xin	Research on Drilling Fluid Flocculation Identification Method Based on Improved Resnet50 Model	2025	9	.pdf	application/pdf	5546	259	44	Compared to lower-layer networks such as ResNet34, ResNet50 provides more network depth and richer feature expressiveness, which is necessary for recognizing complex details and variations in flocculation images. Comparison of classification accuracy of different network models Model Name Iteration rounds Test Accuracy/% AlexNet 70 93.72	cache/ajst-29855.pdf	txt/ajst-29855.txt