The Paper Proceedings of the ACADIA 2019 conference contains peer-reviewed papers presented at the 39th annual conference of the Association for Computer Aided Design in Architecture. Conference hosted by The University of Texas at Austin School of Architecture, Austin, Texas. October 24 - 26, 2019.