Abstract: A method for training a model using a meta-learning includes training a base learning model; training a loss meta-learning model used as a loss function of the base learning model for each task; and training a meta-learning model used to optimize a parameter of the loss meta-learning model.

Abstract: The present invention relates to monoclonal antibodies for a spike protein of the Middle East respiratory syndrome coronavirus (MERS-CoV), and a use thereof. Particularly, monoclonal antibodies 77-A5, 77-A6, 90-A3, 90-A9, 90-B2, 90-B7, 90-C4, 90-E5, 90-E6, 90-F1 and 90-F2 according to the present invention have excellent attachment force with respect to a full-length spike protein of MERS-CoV and the S1 domain of the protein, and, of the monoclonal antibodies, the monoclonal antibodies 90-F1, 90-E5, 90-E6, 90-F2, 77-A5 and 77-A6 have excellent attachment force with respect to an RBD antigen of MERS-CoV. Also, the antibodies 77-A5, 77-A6, 90-E5, 90-E6, 90-F1 and 90-F2 exhibit neutralizing capacity with respect to a MERS pseudovirus and MERS-CoV, and the antibodies 90-B2 and 90-B7 exhibit neutralizing capacity only with respect to MERS-CoV. Further, the monoclonal antibodies have a particular monomeric form, and have excellent stability and thus may be useful for treating or diagnosing MERS.

Abstract: The present invention relates to monoclonal antibodies for a spike protein of the Middle East respiratory syndrome coronavirus (MERS-CoV), and a use thereof. Particularly, monoclonal antibodies 77-A5, 77-A6, 90-A3, 90-A9, 90-B2, 90-B7, 90-C4, 90-E5, 90-E6, 90-F1 and 90-F2 according to the present invention have excellent attachment force with respect to a full-length spike protein of MERS-CoV and the Si domain of the protein, and, of the monoclonal antibodies, the monoclonal antibodies 90-F1, 90-E5, 90-E6, 90-F2, 77-A5 and 77-A6 have excellent attachment force with respect to an RBD antigen of MERS-CoV. Also, the antibodies 77-A5, 77-A6, 90-E5, 90-E6, 90-F1 and 90-F2 exhibit neutralizing capacity with respect to a MERS pseudovirus and MERS-CoV, and the antibodies 90-B2 and 90-B7 exhibit neutralizing capacity only with respect to MERS-CoV. Further, the monoclonal antibodies have a particular monomeric form, and have excellent stability and thus may be useful for treating or diagnosing MERS.