Forecasting COVID-19 new cases using deep learning methods

Lu Xu, Rishikesh Magar, Amir Barati Farimani

Abstract: Highlights•Developing accurate forecasting tools will help in our fight against the pandemic.•We employ deep learning models to forecast the COVID-19 cases in three countries namely Brazil, India and Russia.•The high forecasting performance achieved indicates the potential of leveraging deep learning models for tackling SARS-CoV-2.