Abstract The fast and untraceable virus mutations take lives of thousands people before the immune system can produce inhibitory antibody. recent outbreak COVID-19 infected killed in world. Rapid methods finding peptides or antibody sequences that inhibit viral epitopes SARS-CoV-2 will save life thousands. To predict neutralizing antibodies for a high-throughput manner, this paper, we use diffe...