The Deep Learning on Supercomputers workshop has issued its Call for Papers. The event takes place June 25 as part of ISC 2020 in Frankfurt, Germany. “The workshop provides a forum for practitioners working on any and all aspects of DL for scientific research in the High Performance Computing context to present their latest research results and development, deployment, and application experiences. The general theme of this workshop series is the intersection of DL and HPC, while the theme of this particular workshop is centered around the applications of deep learning methods in scientific research: novel uses of deep learning methods, e.g., convolutional neural networks (CNN), recurrent neural networks (RNN), generative adversarial network (GAN), and reinforcement learning (RL), for both natural and social science research, and innovative applications of deep learning in traditional numerical simulation.”