It is proposed to develop constitutive models for situations such as hot rolling where material is subjected to highly non-uniform temperatures and strain rates, including data based on strain reversals, for use in finite element codes which allow specification of the material constitutive properties at all points in the roll gap. The models will allow prediction of rolling load, microstructural evolution and defect formation during rolling mill trials.