Intelligent database construction method for interaction energy of shale oil and pore wall surfaces

The invention discloses an intelligent database construction method for shale oil and pore wall surface interaction energy, and belongs to the technical field of database construction, and the method comprises the following steps: obtaining interaction energy data of a representative fluid and a representative pore wall surface in shale oil reservoir nanopores through a molecular dynamics calculation method; quantifying fluid and pore wall surface characteristic parameters to form original data of a neural network model; constructing a GAN data enhancement model based on a generative adversarial network; based on a full-connection neural network, establishing a model for predicting the interaction energy between the fluid in the shale oil reservoir nanopores and the pore wall surface; and on the basis of the prediction model, performing data completion on an area which is not covered by the GAN data enhancement model, constructing a complete interaction energy database, and establishing a visual software syst