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NTHRYSPhD AssistanceAi Epigenetics

Ai Epigenetics

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Research Frontiers in Graph Neural Networks for Chromatin Architecture

Applying graph-based deep learning to model three-dimensional chromatin folding and long-range genomic interactions.

Topological Invariants in 3D Chromatin Folding Networks
Message Passing Across Nuclear Membrane Boundaries
Heterogeneous Graph Learning of Histone-DNA Interactions
Attention Mechanisms in Long-Range Chromatin Contact Prediction
Temporal Graph Neural Networks of Epigenetic State Transitions
Graph Pooling for TAD Boundary Detection and Resolution
Multi-Modal Graph Embeddings of Chromatin Accessibility
Scalable GNNs for Genome-Wide Contact Map Reconstruction
Graph Spectral Methods in Nucleosome Positioning Prediction
Dynamic Graph Learning of Phase-Separated Chromatin Condensates

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