id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
futech-534	Kumar, Kanaparthi Anil ; Hemachandran , K.	Optimized cycle time forecasting in semiconductor wafer fabrication via hierarchical transfer learning and hyperparameter optimization	2025	10	.pdf	application/pdf	7074	452	32	2.3 Hyperparameter optimization and federated learning The increasing scale and depth of deep learning models necessitate effective hyperparameter optimization (HPO) techniques to achieve generalization and avoid overfitting. Their findings reinforce that forecasting models must integrate both data-driven intelligence and uncertainty management to support robust decision-making.	cache/futech-534.pdf	txt/futech-534.txt