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Paper
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Epitope prediction	Mutation prediction
viral disease outbreak forecasting	Evolution Dynamics
Transmission Dynamics

Evolution Dynamics

1	Global circulation patterns of seasonal influenza viruses vary with antigenic drift .2015 Nature
2	Univ-flu: A structure-based model of influenza A virus hemagglutinin for universal antigenic prediction 2022
3	Development of PREDAC-H1pdm to model the antigenic evolution of influenza A/(H1N1) pdm09 viruses . 2023
4	Prediction of Antigenic Distance in Influenza A Using Attribute Network Embedding .2023
5	Integrating influenza antigenic dynamics with molecular evolution . 2014
6	Antigenic cartography of H1N1 influenza viruses using sequence-based antigenic distance calculation .2018
7	Ecological and evolutionary dynamics of multi-strain RNA viruses . 2022 NATURE ECOLOGY & EVOLUTION
8	Computation of Antigenicity Predicts SARS-CoV-2 Vaccine Breakthrough Variants .2022
9	A human coronavirus evolves antigenically to escape antibody immunity .2021
10	Deciphering cross-species reactivity of LAMP-1 antibodies using deep mutational epitope mapping and AlphaFold . 2023
11	Predicting Antigenic Distance from Genetic Data for PRRSV-Type 1: Applications of Machine Learning .2023
12	Antigenic evolution of dengue viruses over 20 years .2021 Science
13	Global and local evolutionary dynamics of Dengue virus serotypes 1, 3, and 4 . 2023
14	Antigenic evolution of dengue viruses over 20 years .2021 Science
15	Evolutionary dynamics of dengue virus in India . 2023
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Influenza is divided into three types: A, B, and C. The influenza virus discovered in recent years will be classi