Pretrained on ChEMBL, it balances a streamlined architecture with strong generative performance, achieving high validity (96.6%) and novelty (93.6%) in chemical generation.
2. VeGA: Versatile Generative Architecture for Molecular Design Search Results for vega
The system offers comprehensive configuration options, including personalized homepages, custom search boxes, and robust reporting tools for administrators. Pretrained on ChEMBL, it balances a streamlined architecture
Vega Technologies: Navigating the New Era of Intelligent Data and Discovery Pretrained on ChEMBL
VeGA is a lightweight, decoder-only Transformer model tailored for de novo molecular design.
It excels in data-scarce conditions, proving effective as a "molecular explorer" for specific pharmacological targets, such as the Farnesoid X receptor (FXR).
Advanced variants, VeGA-RX and VeGA-SCX, allow for semantic-guided and scaffold-aware generation, enabling greater control over the molecular design process. 3. Vega Visualization Grammar