Proceedings 2019 MaxEnt 2019

This Proceedings book presents papers from the 39th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering MaxEnt 2019. The workshop took place at the Max Planck Institute for Plasma Physics in Garching near Munich Germany from 30 June to 5 July 2019 and invited contributions on all aspects of probabilistic inference including novel techniques applications and work that sheds new light on the foundations of inference. Addressed are inverse and uncertainty quantification (UQ) and problems arising from a large variety of applications such as earth science astrophysics material and plasma science imaging in geophysics and medicine nondestructive testing density estimation remote sensing Gaussian process (GP) regression optimal experimental design data assimilation and data mining.