The importance of in silico methods lies in their ability to provide a rapid, cost-effective, and ethical alternative to conventional toxicity testing. These methods address the growing demand for high-throughput screening and can handle the vast number of chemicals that lack sufficient toxicological data. Moreover, they are crucial for complying with regulatory requirements and minimizing the use of animals in research.