An apparatus and method for designing a multilayer film is disclosed. An apparatus for designing a multilayer film may perform: modeling a multilayer film to be designed as a single layer structure having a preset thickness, collecting
physical property data with respect to a film corresponding to the single layer structure, reading a value pre-stored in a storage space accessible by an apparatus for designing a multilayer film, and obtaining a feature setting mode for designating different feature setting manners depending on the read value, performing feature setting based on a plurality of physical indicators selected from the
physical property data, depending on the feature setting mode, selecting at least one among a plurality of
supervised learning models capable of a
regression analysis as a
machine learning model, predicting the dart
impact strength of the multilayer film by using the
machine learning model learned by taking the feature as an independent variable, and a dart
impact strength of the multilayer film as a target variable, and generating
design data for the multilayer film, by combining predicted values for other properties and a predicted value of the dart
impact strength, so as to satisfy the design requirements of the multilayer film.