122163 ●

: In transportation, Contract ID 122163 was assigned to a bridge project in Hopkins County, Kentucky, involving federal and state funding.

: A mixture of cassava, potato, and sweet potato peels. 122163

The number also appears in various governmental and regulatory records: : In transportation, Contract ID 122163 was assigned

In recent scientific literature (December 2025), "122163" is the identifying number for a study titled Mixture design and machine learning-based optimization of fermentable sugar recovery. This research explores how to maximize bioethanol production from agricultural waste: : In transportation

: Researchers used Mixture Design Response Surface Methodology (MDRSM) and Artificial Neural Networks (ANN) to predict sugar yields.