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Ai White Biotechnology

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Research Frontiers in Transformer Models for Protein Function Prediction

Training transformer architectures on protein sequences to predict enzymatic function and substrate interactions.

Latent Geometries of Protein Sequence Space
Cross-Domain Transfer in Enzyme Function Prediction
Attention Mechanisms for Allosteric Regulation Discovery
Thermodynamic Constraints in Language Model Embeddings
Few-Shot Learning of Novel Enzymatic Mechanisms
Interpretability of Transformer Predictions in Protein Design
Multi-Task Protein Function Inference Beyond Sequence
Evolutionary Context in Transformer-Based Structure Prediction
Conformational Heterogeneity in Neural Function Landscapes
Protein-Protein Interaction Inference from Self-Attention Patterns

All AI White Biotechnology PhD categories