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Tianao Liu

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Open access Jul 2026

MGM2 as a Unified Foundation Model for Microbiome World Exploration

MGM2 provides a sequence-aware and interpretable representation layer for microbiome classification, paired-community prediction, forecasting and feature discovery and a 4,096-feature sparse autoencoder atlas resolves taxonomic, abundance, ecological and technical signals.

Haohong Zhang, Yuli Zhang, Yu Qi et al. · bioRxiv · 0 citations