Using Quadratic Unconstrainted Binary Optimization (QUBO) iteratively to advance a linearized system identified from Dynamic Mode Decomposition (DMD) to build a Reduced-order Model (ROM)
Code associated w/ arXiv paper: https://arxiv.org/abs/2306.08087
Link to visualize data: https://www.youtube.com/watch?v=M2PqI2JD2jo
Code to run: "QUBO_DMD_ROM.ipynb"
Data to import: "Limit_Cycle_Unscaled.npy" in /Data/ folder
Notes for execution: Change the inputs to the model (number of modes & precision) to investigate QUBO and QUBO-QAOA performance