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Inverse problems appear when looking for the cause of an observed effect. Difficulties include lack of uniqueness and instability with respect to errors in the observed data. Special mathematical techniques are used for solving such problems.

Through a simulation program developed by researchers at MAI and SSAB can high quality steel be produced. The program ensures that the ironmaking ladles used during production are at the right temperature, which affects the quality of the steel.