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Title: | Higher-order product formulas for double bracket iteration quantum algorithms | Authors: | Ashwinie Ghanesh | Keywords: | Physics | Issue Date: | 2024 | Publisher: | Nanyang Technological University | Source: | Ashwinie Ghanesh (2024). Higher-order product formulas for double bracket iteration quantum algorithms. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/175695 | Abstract: | This work aims to study the effects of adding higher-order terms into the group commutator formula in the previously studied double-bracket iterations (DBI) quantum algorithm. In particular, the effects of adding a six-gate third-order product formula, S3, is studied and compared to the previously studied DBI algorithm for second-order S2 group commutator terms. In the original study, double-bracket iterations for constructing diagonalizing quantum circuits were implemented. The method involves interleaving evolutions generated by the input Hamiltonian with variational choices of diagonal evolutions during implementation on a quantum computer. To address near-term implementation challenges, the proposal includes optimizations for diagonal evolution generators and recursion step durations. Numerical examples demonstrate that even with a limited number of recursion steps, double-bracket iterations possess sufficient expressive power to approximate eigenstates of relevant quantum models. Importantly, this method overcomes train ability limitations associated with brute force optimization of unstructured circuits and presents a more feasible implementation compared to quantum phase estimation. The study not only paves the way for practical near-term quantum computing experiments but also expands the quantum computing toolkit by introducing purposeful quantum algorithms based on double-bracket flows. | URI: | https://hdl.handle.net/10356/175695 | Schools: | School of Physical and Mathematical Sciences | Fulltext Permission: | restricted | Fulltext Availability: | With Fulltext |
Appears in Collections: | SPMS Student Reports (FYP/IA/PA/PI) |
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File | Description | Size | Format | |
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FYP Ashwinie DR.NTU (2).pdf Restricted Access | Final Year Project by Ashwinie Ghanesh on Higher-Order Product Formulas for the Double Bracket Iteration Quantum Algorithms | 3.91 MB | Adobe PDF | View/Open |
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