Author

Juhi Singh

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Open access Aug 2026

Engineering the interface: pH-dependent self-assembly of lysine-tyrosine synthetic copolypeptides for anti-biofilm implant coatings.

While pK30Y10 coatings effectively disrupted both pathogens, the optimal assembly state for biomass reduction differed between Staphylococcus aureus and Pseudomonas aeruginosa, suggesting that the biological efficacy is not merely a product of chemical composition, but a direct consequence of how the block architecture...

Juhi Singh, Hunter B. Wood, Dharika Srikanth et al. · Journal of materials chemist... · 0 citations

#machine learning Open access Aug 2026

Coarse composition suffices: tabular in-context learning for multi-activity antimicrobial peptide profiling

A simple, sequence-only pipeline can match and surpass leading methods by combining 330 interpretable sequence descriptors with TabPFN, a tabular foundation model that performs in-context prediction in a single forward pass without gradient-based training or hyperparameter search.

Anuj Pal, Raunak Kumar, D. Solanki et al. · bioRxiv · 0 citations