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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

Lu Xie

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Open access Jul 2026

gNODE: gLV model-informed neural ordinary differential equations for modeling microbial community dynamics

The gNODE framework is proposed, a framework that integrates the generalized Lotka-Volterra model with neural ordinary differential equations (NeuralODEs) to jointly predict microbial community dynamics, infer species interactions, and quantify the functional contributions of key taxa.

Xiaoxiu Tan, Feng Xue, Lu Xie et al. · 0 citations

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