发布时间:2017-11-13
报告人:黄礼荣研究员(华南理工大学)
报告题目: Reconstructing dynamic molecular states from single-cell time series
报告摘要:For biomolecular reaction networks we show how to complete the partial state information accessible by experimental techniques into a full system state using mathematical analysis together with a computational model. We introduce the posterior master equation and derive novel approximation to the corresponding infinite-dimensional posterior moment dynamics. We exemplify this state reconstruction approach using both, in silico data and single-cell data from two gene expression systems in Saccharomyces cerevisiae, where we reconstruct the dynamic promoter and mRNA states from noisy protein abundance measurements.
报告时间:2017年11月15日(星期三)上午:11:00-12:00
报告地点:科技楼(南楼)602