Amogh Sood

This study uses molecular dynamics simulations to show that spacer heterogeneity in stickers-and-spacers polymers promotes condensation but reduces condensate organization and compositional robustness.

MAHLER predicts antibody-antigen dissociation kinetics using a hybrid machine learning and physics approach, achieving screening-grade accuracy and fast computation.

The paper improves binding affinity predictions by using synthetic data, showing that combining synthetic and experimental data enhances model performance.