Quantum-based Homogenized Multiscale Simulation of Turbulent Flows
Abstract
The ever-increasing demand for high-speed, large-scale, complex flow simulations cannot be met using classical supercomputers. However, quantum computers, though promising, are not fully functional due to internal and external noise. The primary challenge lies in the inherent noise in quantum calculations and the difficulty of representing data in quantum superposition states, necessitating a revised methodology for practical flow calculations with noisy quantum machines. Another challenge is to recast the mathematical representation of flow mechanisms based on quantum capabilities, requiring a revised view of the established theories on which our computational models are built. To leverage both classical models and quantum computing algorithms, we propose developing a hybrid turbulent quantum simulation model based on the homogenized Navier-Stokes equation.
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Feb 06, 2025
- Source ID
- FA95502510029
Entities
People
- Kourosh Shoele
Organizations
- Air Force Office of Scientific Research
- Florida A&M University
- United States Air Force