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SG4D100M

SG4D100M is a state-of-the-art molecular foundation model that revolutionizes drug discovery and chemical development. Built on advanced transformer architecture with SE(3) invariance, it enables accurate molecular property prediction and structural analysis across pharmaceutical, specialty chemical, and agricultural applications.

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About

SG4D100M represents a breakthrough in molecular modeling technology, combining cutting-edge transformer architecture with sophisticated geometric understanding.

The model leverages persistent homology and preserves molecular symmetry, offering unprecedented accuracy in molecular property prediction.

Key Technical Features:

- Advanced 4D molecular representation capability, handling multiple conformational states

- Global SE(3) invariance for precise stereochemical structure analysis

- Multi-stage learning architecture optimized across 10 billion molecular data points

Applications and Capabilities:

- Pharmaceutical research and drug discovery optimization

- Specialty and agricultural chemical development

- Functional food ingredient innovation

Technical Specifications:

- Pre-trained on comprehensive molecular databases, including Enamine REAL Space and ZINC

- Supports both 3D and 4D molecular data processing

- Three-stage learning pipeline for optimal task adaptation

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