Quantum-inspired framework for computational fluid dynamics

Quantum-inspired framework for computational fluid dynamics

Blog Article

Abstract Computational fluid dynamics is both a thriving research field and a key Alarms - Alarm Systems tool for advanced industry applications.However, the simulation of turbulent flows in complex geometries is a compute-power intensive task due to the vast vector dimensions required by discretized meshes.We present a complete and self-consistent full-stack method to solve incompressible fluids with memory and run time scaling logarithmically in the mesh size.Our framework is based on matrix-product states, a compressed representation of quantum states.

It is complete in that it solves for flows around immersed objects of arbitrary geometries, with non-trivial boundary conditions, and self-consistent in that it can retrieve LIQUID MULTI-VITAMIN COMPLEX the solution directly from the compressed encoding, i.e.without passing through the expensive dense-vector representation.This framework lays the foundation for a generation of more efficient solvers of real-life fluid problems.