The Accelerated Data Analytics and Computing Institute has been established to explore potential future collaboration among Oak Ridge National Laboratory, the Swiss Federal Institute of Technology, Zurich (ETH/CSCS), Tokyo Institute of Technology, Argonne National Laboratory, CSC – IT Center for Science, Forschungszentrum Jülich, Lawrence Livermore National Laboratory, The National Computational Infrastructure (NCI) of the Australian National University, RIKEN Center for Computational Science, The University of Tokyo’s Information Technology Center’s Supercomputing Research Division, and National Institute of Advanced Industrial Science and Technology, Department of Information Technology and Human Factors. Consistent with their respective missions, the Participants seek to collaborate and leverage their respective investments in application software readiness in order to expand the breadth of applications capable of running on accelerated architectures. The ADAC organizations manage HPC centers that run large, GPU-accelerated supercomputers and provide key HPC capabilities to academia, government, and industry to solve many of the world’s most complex and pressing scientific problems.