Statistical Physics finds challenging new applications in the domains concerning non-living as well as living matters. Some examples are Mpemba effect, phase transitions in active and biological systems, and related universal picture. The proposed discussion meeting has been planned by keeping future collaborations in mind that can help address some of the fundamental issues of current relevance via formulation of approaches by combining traditional ideas with modern techniques like machine learning and artificial intelligence.