Project 81: Reproducibility of Computational Results As Moore's Law reaches the end of its reign due to physics-based limits on device scaling, new computing paradigms are being explored to drive future innovations in computation. Quantum computing, neuromorphic computing, spike-based computation, and computational soft-matter are examples of this evolution. This project will report on development of new algorithms and numerical software for these novel computing paradigms.