We think that Deep Learning and Artificial Intelligence is a must for making critical and crucial rocket parts. It will not only help during the rocket operation period but also will bring about change in the rocket industry.
In general, we need a large engine and a lot of fuel to fly the rocket into outer space and for interplanetary exploration. If we have a tiny engine and a lot of fuel, then also we cannot lift off and the vice-versa is also true.
The analogy of Deep Learning in the rocket engine is that it is the Deep Learning Model and the fuel is the huge amount of data that we can feed to the algorithm. It can help in many ways like - it can make the factory less hazardous - it can bring back life in the manufacturing process i.e. state of the art accuracy in parts - it can also increase efficiency in operation - it can reduce manufacturing time involved - it can outperform human - it can reduce the cost of labor involved and is eco-friendly.
So, it will be a revolution in terms of implementation aspect in the arena of rocket technology.