Computer-based simulation in Toxicology refers to using computational models to predict the effects of chemicals on biological systems. This approach leverages mathematical models and algorithms to simulate biological processes and chemical interactions, offering insights into toxicity mechanisms without the need for extensive in-vivo or in-vitro testing.