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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

A. Leakey

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3 papers indexed here

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Open access Aug 2026

Nutrient enrichment and herbivore exclusion disrupt the climate-driven balance between C3 and C4 plants in grasslands

The distribution of plants with different photosynthetic pathways is strongly structured by climate, with C3 plants favoured in cooler temperate regions and C4 plants in hotter, high-light conditions. The relative abundance of C3 and C4 plants across the world has cascading impacts on local food webs, decomposition, pr...

Joe Atkinson, J. Price, R. Buitenwerf et al. · 0 citations
#artificial intelligence Sep 2026

RootQuantV2: Adapting a Vision Foundation Model for Root-Trait Regression from Minirhizotron Imagery

RootQuantV2 repurposes legacy numeric archives for high-throughput, automated root trait estimation, replacing RootQuant's CNN backbone with a self-supervised ViT and adapting a frozen DINOv3 ViT-L/16 with a hybrid parameter-efficient scheme.

Kinjalk Parth, Sebastian Varela, A. Leakey · 0 citations
Open access Aug 2026

Pi-Ensemble: Sequence-guided generation of interpolated protein conformational ensembles

Pi-Ensemble (Predicting Interpolated Ensemble), a sequence-guided framework for generating protein conformational ensembles interpolating between two structural anchor states, provides an extensible framework for studying protein flexibility, guiding adaptive sampling, and accelerating mechanistic investigations of pro...

Hassan Nadeem, D. Kleiman, Yu-Ming Zhou et al. · 0 citations

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