The application discloses a
laser glass component
screening method and a
laser glass manufacturing method, and the component
screening method comprises the following steps: dividing a
glass forming range based on consistent melting compounds, and obtaining physical properties and
spectral data of a plurality of components in the
glass forming range; obtaining structural characteristic description operators of the components based on
molecular dynamics simulation; constructing a training
data set based on the structural characteristic description operators, the physical properties and the
spectral data; constructing a component-structure-property model of the glass, training the model based on the training
data set, obtaining the trained component-structure-property model of the glass, and predicting corresponding physical properties and
spectral data of the glass components based on the trained component-structure-property model of the glass, according to the glass components or the structural characteristic description operators as input variables. The application can efficiently and accurately screen the
laser glass components.