The optimal control of crystal growth processes is one of the open problems in the semiconductor process industry. In particular, the CZ-Si crystal growth is a prime example of a multi-physics system in which the pulling of the crystal and thermal effects affect the quality of the grown crystal. The fluctuations in the crystal temperature distribution and the rate at which the crystal cools may induce significant thermoelastic stresses, leading to defect and dislocation generation.