Can Machine Learning Predict Toxicity of Nanomaterials?
Yes, one of the critical applications of ML in nanotechnology is predicting the toxicity and environmental impact of nanomaterials. By analyzing the physicochemical properties and biological interactions of nanomaterials, ML models can forecast their potential toxicity. This is crucial for developing safe and sustainable nanotechnologies. [Quantitative Structure-Activity Relationship (QSAR)]() models are often employed for this purpose.
