Valery Tkachenko

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Evolution of public chemistry databases: past and the future

In silico design of new functional materials

Metal-organic frameworks: from database to supramolecular effects in complexation

Abstract recommendation system: beyond word-level representations

Machine learning methods for chemical properties and toxicity based endpoints

Chemical workflows supporting automated research data collection

Deep learning methods applied to physicochemical and toxicological endpoints

Deep Learning on nVidia GPUs for QSAR, QSPR and QNAR predictions

Using publicly available resources to build a comprehensive knowledgebase of chemical information

Need and benefits for structure standardization to facilitate integration and connectivity between government databases

Development and comparison of deep learning toolkit with other machine learning methods

Living in a world of federated knowledge challenges, principles, tools and solutions

Open chemistry registry and mapping platform based on open source cheminformatics toolkits

Using the structured product labeling format to index versatile chemical data

Tools and approaches for data deposition into nanomaterial databases