Large Language Model for Unified Text and Point Cloud Molecular Input

Abstract: a transformer model architecture is described. the transformer model architecture comprises a point cloud input module, a text input module, a point cloud encoder module operatively coupled with the point cloud input module, a large language model module operatively coupled to the text input module and point cloud encoder module and configured to receive data therefrom, and a text output module operatively coupled to the large language model module. the text output module is configured to output molecular data in line notation format.

Inventor(s): Aleksandrs Zavoronkovs, Maksim Kuznetsov, Rim Shayakhmetov, Daniil Polykovskiy

CPC Classification: G16B40/30 (BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY)

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