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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Hai-Ping Zhang

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Sep 2026

Assay-Level Modeling and External Validation of Antibody Developability Using Physicochemical Descriptors and Sequence Embeddings

Antibody developability is inherently multidimensional, involving thermal stability, aggregation and hydrophobicity, nonspecific interactions, and expression-related manufacturability. Instead of treating developability as a single composite label, we investigated assay-level modeling using GDPa1 as a benchmark data...

Sha-Sha Jiang, M. A. Ige, Hei-Wun Kan et al. · 0 citations
Open access Aug 2026

A blinded, prospective benchmark of in silico antibody discovery anchored to experimental affinity and developability.

The AIntibody challenge shows that AI can optimize antibodies in defined, biologically grounded regimes, in addition to highlighting critical gaps including affinity prediction and library-inspired antibody design and cross-task generalization.

M. Erasmus, Daniel Bedinger, Elizabeth Hopkins et al. · 0 citations

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