Jiahua Peng

The paper provides a resource of 1,079 post-translationally modified protein systems with molecular dynamics simulations and descriptors for research and method evaluation.

LNGCN improves PPI prioritization by using a distance-aware continuous-time graph framework, achieving high precision on imbalanced datasets and preserving residue-level representation diversity.

ProteinFlux predicts protein conformational dynamics influenced by post-translational modifications using a generative framework, outperforming traditional methods in speed and accuracy.