Is it permissible for children to use their father's computer, which he received from the state on loan, for their research and lectures?

The reference for this matter is the established regulations for the work. If the employee is permitted—by authorization or by custom—to use work equipment for personal affairs, then there is no harm in you using the computer as is customary. But if the custom is otherwise, then it is not permissible.