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q-bio.QM2023
Persistent topological Laplacian analysis of SARS-CoV-2 variants
Xiaoqi Wei, Jiahui Chen, Guo-Wei Wei
Topological data analysis (TDA) is an emerging field in mathematics and data science. Its central technique, persistent homology, has had tremendous success in many science and eng…
q-bio.QM2022
Topological AI forecasting of future dominating viral variants
Guo-Wei Wei
The understanding of the mechanisms of SARS-CoV-2 evolution and transmission is one of the greatest challenges of our time. By integrating artificial intelligence (AI), viral genom…