The principles of Heuristics in the application of problem solving is entertainingly illurstrated in Paul Niquette's 'Discoverying Assumptions'
On reading this article I saw a good analogy to the challenging job of a reservoir engineer. You'll have to read Paul's article to appreciate the point I am making.
From the article: The lecturer asks what is the number written on a piece of paper
My manager asks me what the ultimate recovery from an oil reservoir will be (Mother Nature knows the number I have to ask her!)
From the article: It is assumed the lecturer will be honest
'"If Mother Nature can She will tell you a direct lie" Charles Darwin (Oh how true!)
From the article: The joke is in the assumptions
Is it my imagination or can I hear Mother Nature laughing at the assumptions I make in my engineering calculations!