Shuryak, Edward2016-05-172016-05-172016-05-12https://hdl.handle.net/11299/180344The main topic of the talk is to present results on the deconfinement and chiral phase transitions in the model based on instanton-dyons. Those include analytic mean-field analysis, for SU(2) gauge theory arXiv: 1503.03058 and QCD with quarks arXiv:1503.09148 due to Yizhuang Liu, Ismail Zahed and myself, and also numerical simulations with Rassmus Larsen arXiv:1504.03341 and arXiv:1511.02237. I also hope, in brief form, to describe a methodical paper on new version of semiclassical theory based on so called “flucton” configurations, arXiv:1601.03964.enFTPIQCDPresentation