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Physics-Informed Neural Networks for Viral Mutation Prediction and Adaptation

Ai Drug Repurposing
AI Pandemic Drug Repurposing Response Research
Physics-Informed Neural Networks for Viral Mutation Prediction and Adaptation
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Ai Drug RepurposingAI Pandemic Drug Repurposing Response Research

Physics-Informed Neural Networks for Viral Mutation Prediction and Adaptation

Research combines physical constraints of viral biology with deep learning to predict how pathogens mutate in response to existing antiviral drugs. This proactive approach identifies drug combinations that maintain efficacy against predicted viral variants months before they emerge.

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📚 Academic: Thesis & PPT assistance included🧪 Tech: Master the protocols hands-on📝 Research > 3 months: Publication co-authorship in a Scopus-indexed journal
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