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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

Author

M. Ramzan

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Review Open access Aug 2026

Genetic breeding and multi-omics integration for alfalfa improvement from trait discovery to cultivar development

This review critically evaluates the transition from conventional phenotypic selection to data-driven breeding strategies, examining genomic selection (GS), genome-wide association studies (GWAS), multi-omics integration, CRISPR/Cas9 genome editing, and high-throughput phenotyping (HTP) within the context of polyploid crop improvement.

Muhammad Abu Bakar Ghalib, Ayesha Khawar, M. Ramzan et al. · 0 citations

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