HYBRID DIGITAL TWIN SIMULATION

A processor may receive an entity data having one or more data components associated with an entity. The processor may analyze the entity data. The processor may identify, responsive to analyzing the entity data, one or more restricted data components and one or more unrestricted data components from the one or more data components. The processor may generate at least one federated digital twin model of the entity using the one or more restricted data components. The processor may generate a non-federated digital twin of the entity using the one or more unrestricted data components. The processor may aggregate the at least one federated digital twin and the non-federated digital twin to form a hybrid digital twin.