Search Results for author: Petr Zhilyaev

Found 2 papers, 2 papers with code

FREED++: Improving RL Agents for Fragment-Based Molecule Generation by Thorough Reproduction

1 code implementation18 Jan 2024 Alexander Telepov, Artem Tsypin, Kuzma Khrabrov, Sergey Yakukhnov, Pavel Strashnov, Petr Zhilyaev, Egor Rumiantsev, Daniel Ezhov, Manvel Avetisian, Olga Popova, Artur Kadurin

A rational design of new therapeutic drugs aims to find a molecular structure with desired biological functionality, e. g., an ability to activate or suppress a specific protein via binding to it.

Molecular Docking Reinforcement Learning (RL)

Neural network interpolation of exchange-correlation functional

1 code implementation9 Sep 2019 Alexander Ryabov, Petr Zhilyaev

The developed NN XC functionals show good results when applied to systems that are not presented in the training/test data.

Computational Physics Chemical Physics

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