ByteDance Intern

AI Lab Research, AIDD (AI Drug Design)

ProtesinSora: Protein Moldecular Dynamics Trajectory Generation Based on Diffusion

(Supervisor: Quanquan Gu)

• Proposed a framework for protein molecular dynamics trajectory generation based on Diffusion.
• Designed three novel metrics for protein molecular dynamics trajectory evaluation.
• Improved the accuracy and realism of protein molecular dynamics trajectory through physical prior knowledge and particular loss functions.
• Researched methods for long molecular dynamics protein trajectory generation.

MSM State Transitions	MD Trajectory Generation