Simulating eutectic Si phase formation has been a challenge in ICME (integrated computational materials engineering) based design and manufacturing of solidification products of Al-Si-based alloys. The morphology of eutectic silicon in solidification microstructure is critical to the performance of Al-Si-based alloys.