The BAYST workshop aims to bridge recent advances in Bayesian structural learning with applied sciences, fostering scientific discussion and collaboration between theoretical and applied researchers. 

BAYST will consist of 22 invited talks and 2 poster sessions over two and a half days. Moreover, BAYST will serve as the kick-off meeting for a potential new section in the International Society of Bayesian Analysis (ISBA) that will be officially proposed to the ISBA Executive Committee after the workshop. The section on Bayesian Structural Learning (BSL) aims to provide an inclusive home for researchers working with high-dimensional or structurally complex data, whether their focus is methodological or applied.