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Cailong Hua

2 accepted papers

2026

GenUnfold: Rapidly Predict Protein Mechanical Unfolding Trajectory via a Physics-Guided Diffusion Model

ICML 2026poster

Many fundamental biological processes are governed by mechanical forces, with proteins acting as the key molecular mediators. Elucidating how protein unfolding responds to force is critical for understanding the mechano-pathologies, such as cardiomyopathy and muscular dystrophy. While the unfolding …

Cited by 0SourceScholar
2025

A Physics-Augmented Deep Learning Framework for Classifying Single Molecule Force Spectroscopy Data

ICML 2025poster

Deciphering protein folding and unfolding pathways under tension is essential for deepening our understanding of fundamental biological mechanisms. Such insights hold the promise of developing treatments for a range of debilitating and fatal conditions, including muscular disorders like Duchenne Mus…