Pranadarth Prakash

The paper argues that predicting peptide skin penetration is limited by endpoint confounding and proposes a delivery-aware reframing to improve computational predictions.

The paper designs Matrixyl analogs using computational optimization to balance permeability and functional preservation, identifying three sequences for experimental validation.