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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. Mazarei

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Open access Sep 2026

Genomic prediction of agronomic traits in a switchgrass (Panicum virgatum L.) half‐sib progeny panel evaluated across multiple environments

Abstract Switchgrass (Panicum virgatum L.) improvement requires selection methods that remain effective across environments. Biomass yield is strongly influenced by genotype‐by‐environment (G × E) interaction. We evaluated genomic prediction models for biomass yield, spring emergence (SE), and flowering time (FT) in ha...

Jazib Ali Irfan, C. Abeyratne, H. B. Chhetri et al. · 0 citations

Identification and Overexpression of a Knotted1-Like Transcription Factor in Switchgrass ( Panicum virgatum L.) for Lignocellulosic Feedstock Improvement

The results demonstrated that switchgrass PvKN1 is a putative ortholog of maize KN1 that is linked to plant lignification and cell wall and development traits as a major regulatory gene and targeted overexpression of PvKN1 in bioenergy feedstocks may provide one feasible strategy for reducing biomass recalcitrance and s...

Qiang Wu, C. Neal, Jiyi Zhang et al. · 0 citations

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