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NTHRYSPhD AssistanceAi Multi Omics

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Research Frontiers in Metabolomic Pathway Reconstruction via Graph Neural Networks

Graph-based machine learning models that infer metabolic pathways and biochemical interactions from multi-omics datasets with topological constraints.

Graph-Encoded Metabolic Memory in Temporal Omics
Latent Pathway Inference from Sparse Metabolomic Networks
Message-Passing Metabolites: Emergent Biochemistry
Heterogeneous Node Integration in Multi-Modal Metabolism
Equivariant Graph Learning for Thermodynamic Constraints
Metabolic Dark Matter: Uncharted Pathway Territories
Graph Attention Over Hidden Enzymatic Dependencies
Subgraph Motifs as Functional Metabolic Units
Cross-Organism Metabolic Topology via Graph Transfer
Adversarial Robustness in Reconstructed Metabolic Graphs

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