In silico modeling refers to the use of computer simulations to predict the toxicity of chemical compounds. This approach employs quantitative structure-activity relationship (QSAR) models, which predict the effects of new compounds based on the known effects of similar chemicals. In silico models can screen large libraries of chemicals rapidly, reducing the need for extensive animal testing and accelerating the drug development process.
