If physics and chemistry is connected why is this so? Since you can ask a smart network object a why question. The connection ?should be that there exist a network problem that needs both physics and chemistry.
One such network problem is life.
Maybe since a machine learning network function can obtain ?any function. A network problem can assume any problem.