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QUBO_DMD_ROM

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

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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)

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