Scientists have used machine learning to identify hundreds of new potential drugs that could help treat COVID-19, the disease caused by the novel coronavirus, or SARS-CoV-2. To identify several candidates, they developed a drug discovery pipeline — a type of computational strategy linked to artificial intelligence.