Covid-19

Review of COVID-19 Antibody Therapies
Reviews existing SARS-CoV-2 neutralizing antibodies and evaluates their therapeutic potential using topological data analysis and deep learning models.
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Math + AI-based Repositioning of Drugs for COVID-19
SIAM News highlights how mathematical modeling and AI enable rapid drug repurposing strategies for COVID-19 treatments.
Last updated on Nov 24, 2025
Unveiling the molecular mechanism of SARS-CoV-2 main protease inhibition from 137 crystal structures using algebraic topology and deep learning
Integrates algebraic topology and deep learning (MathDL) to predict binding affinities and rank 137 SARS-CoV-2 main protease (Mpro) inhibitor structures, revealing key binding sites and interactions.
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