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marinapak has been a member of Linktree for 2 years and joined in July 2023. The social media accounts linked to from marinapak are: • Instagram • Email • Telegram • X Besides social media accounts, marinapak has populated their site with: • Personal website • Github • ProDDG - database of ∆∆G datasets and predictors • New mega dataset combined with deep neural network makes a progress in predicting impact of mutation on protein stability • Using AlphaFold to predict the impact of single mutations on protein stability and function • Best templates outperform homology models in predicting the impact of mutations on protein stability