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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Gabriel Bianchin de Oliveira

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Open access Aug 2026

BindScreen: Protein-Centric Contrastive Learning for Sequence-Based Virtual Screening

Virtual screening ranks candidate molecules against a protein target. Sequence-based deep learning avoids docking’s structural requirements, but pair-based models need one forward pass per protein-molecule pair and scale poorly to large libraries. Dual-encoder contrastive models remove that bottleneck, yet standard CLI...

Gabriel Bianchin de Oliveira, Fahad Saeed · 0 citations
Open access Aug 2026

ProtEnrich: Residual Multimodal Enrichment of Protein Sequence Embeddings

Over eight diverse protein foundational models trained on 550,120 SwissProt proteins with AlphaFold structures, enriched embeddings improved zero-shot remote homology retrieval, increasing Precision@10 and MRR by up to 0.13 and 0.11, respectively.

Gabriel Bianchin de Oliveira, Fahad Saeed · 0 citations

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