Identifying neurotoxic compounds involves a combination of toxicological testing, computational modeling, and chemical structure analysis. Toxicological testing provides direct evidence of a compound's neurotoxic potential, while computational models can predict neurotoxicity based on chemical structure and properties. Structure-activity relationship (SAR) studies help identify structural features associated with neurotoxicity, guiding the design of safer chemicals.