The theoretical description and modelling of a femtosecond laser excitation is studied. In detail, electronic temperature dependent density functional theory and interatomic potentials are discussed. Ultrafast phenomena occuring after a femtosecond laser excitation are introduced. Also machine learning methods for the modelling of a laser excitation are presented.