In Tenth International Conference on Applications of Artificial Intelligence in Engineering, Udine, Italy, July 1995. Presented also at the Eighth International Workshop on Qualitative Reasoning on Physical Systems, 1994, Nara, Japan. A SEMI-QUANTITATIVE PHYSICS COMPILER Adam Farquhar Giorgio Brajnik Incomplete information is present in many engineering domains, hindering traditional and non-traditional simulation techniques. This paper describes SQPC (semi-quantitative physics compiler), an implemented approach to modelling and simulation that can predict the behavior of incompletely specified systems, such as those that arise in the water control domain. SQPC is the first system that unifies compositional modeling techniques with semi-quantitative representations. We describe SQPC's foundations, QSIM and QPC, and how it extends them. We demonstrate SQPC using an example from the water supply domain.