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2024年人工智能与计算数学会议
Artificial Intelligence and Computational Mathematics Conference

Recent Computational Progress in cryo-EM: Data Evaluation and Generation

Speaker

包承龙 Chenglong Bao , 清华大学 Tsinghua University

Time

16 Mar, 09:45 - 10:15

Abstract

Cryo-EM is a revolutionary tool that reveals high-resolution structures of macromolecules. In this talk, I will introduce our recent work on assessing the quality of experimental data using CryoSieve. We have discovered that more than half of the particles are not useful to the final reconstruction. In some cases, the remaining particle count is nearing theoretical limits. Furthermore, I will introduce CryoPROS, a new tool for particle generation, which offers significant capabilities for addressing the preferred orientation issue.