AIPHY2

Welcome to our intensive one-week doctoral school on Bayesian Statistics , a program designed to bridge the gap between foundational theory and the cutting edge of modern inference. This is the second edition of a series of schools on the use of AI and modern computing in Physics, building upon the foundations laid during the previous edition . Over the course of five days, participants will start from the core principles of Bayesian Data Analysis to the advanced frontiers of Bayesian Neural Networks and Simulation-Based Inference . Common pitfalls in application will be analysed and a flagship case study in the detection and characterisation of gravitational waves will be studied. The sched