Noodles are a food, not a specific plant or animal species, so they don't have a scientific classification like a tree or an insect.
The term "noodle" describes a variety of food preparations made from different flours, starches, and other ingredients. The specific name for a type of noodle would depend on its ingredients, shape, and origin (e.g., spaghetti, ramen, udon, etc.).