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.

Developing resilient antimicrobial coatings for medical implants requires a sophisticated balance between direct bactericidal activity and resistance to bacterial adhesion. While poly(L-lysine) provides effective membrane disruption, its performance is often compromised by the accumulation of cellular debris, which fac...

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