The LSCP workshop focuses on symbolic and numerical methods and simulations, algorithms and tools (software and hardware) for developing and running large-scale computations in physical sciences. Special attention goes to parallelism, scalability and high numerical precision. System architectures are also of interest as long as they are supporting physics-related calculations, such as: massively parallel systems, GPUs, many-integrated-cores, distributed (cluster, grid/cloud) computing, and hybrid systems. Topics this year are from theoretical physics (high energy physics and lattice gauge theory/QCD). The effects of transformations in obtaining numerical results for Feynman loop integrals, and the deployment of a novel architecture to achieve large computational power with low electric power consumption are presented.