How can I use AI to find the relationship between multiple input variables and 1 output?

I'm trying to use Machine Learning to analyse recorded data of chemical reactions (multiple input variables resulting in 1 output), and be able to predict the output when it's told all the inputs.

Does anyone know what I can Google? I'm not sure where to start.

artificial relationship variables