VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design | Paper Citation Record

Observation b3c0a94c-228d-4252-af0c-980c5cbe58d5 · outbound

This paper cites Evidence for the utility of quantum computing before fault tolerance.Nature, 618(7965):500–505, 2023.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Evidence for the utility of quantum computing before fault tolerance.Nature, 618(7965):500–505, 2023

Reference 1

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Observation c9b2a163-5434-40a3-88c8-d1018db7ed6f · outbound

This paper cites Probabilistic error cancellation with sparse pauli–lindblad models on noisy quantum processors.Nature physics, 19(8):1116–1121, 2023.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Probabilistic error cancellation with sparse pauli–lindblad models on noisy quantum processors.Nature physics, 19(8):1116–1121, 2023

Reference 2

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Observation 14c5db0a-d3ae-41d2-9129-3ef4902e38fb · outbound

This paper cites Experimental Workflows for Combinatorial Optimization: Towards Quantum Advantage.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Experimental Workflows for Combinatorial Optimization: Towards Quantum Advantage

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Resolution: verified exact; local_arxiv, observed 2026-07-03T03:57:38.295902Z

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Observation 824d7ce2-51f7-40a7-aadb-333bbda8426c · outbound

This paper cites Quantum computing in the nisq era and beyond.Quantum, 2:79, 2018.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Quantum computing in the nisq era and beyond.Quantum, 2:79, 2018

Reference 4

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Observation 85a1af54-5dc0-449c-baa4-893927b23208 · outbound

This paper cites Portfolio construction using a sampling-based variational quantum scheme.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Portfolio construction using a sampling-based variational quantum scheme

Reference 5

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Observation 3a5b7e6d-64f0-4e7e-9ee5-4f446865b96e · outbound

This paper cites Scaling whole-chip qaoa for higher-order ising spin glass models on heavy-hex graphs.npj Quantum Information, 10:109, 2024.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Scaling whole-chip qaoa for higher-order ising spin glass models on heavy-hex graphs.npj Quantum Information, 10:109, 2024

Reference 6

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Observation 063ba35b-0c63-4f92-983c-39fd387efa38 · outbound

This paper cites Challenges and opportunities in quantum optimization.Nature Reviews Physics, 6(12):718–735, 2024.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Challenges and opportunities in quantum optimization.Nature Reviews Physics, 6(12):718–735, 2024

Reference 7

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Observation 9cbd7d2c-5a6c-43d0-8577-e8a4ebb29780 · outbound

This paper cites On the practical use- fulness of the hardware efficient ansatz.Quantum, 8:1395, 2024.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design On the practical use- fulness of the hardware efficient ansatz.Quantum, 8:1395, 2024

Reference 8

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Observation c4fbb6f3-ea8f-482c-970e-5aa54852be5d · outbound

This paper cites Barren plateaus in variational quantum computing.Nature Reviews Physics, 7(4):174–189, 2025.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Barren plateaus in variational quantum computing.Nature Reviews Physics, 7(4):174–189, 2025

Reference 9

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Observation ef39eca0-59b0-466e-a214-d9640b7b10f2 · outbound

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VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Unresolved cited work

Reference 10

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Observation f1c64fe6-e078-4d45-9574-9b1dcb0e874b · outbound

This paper cites Full characterization of the depth overhead for quantum circuit compilation with arbitrary qubit connectivity constraint.Quantum, 9:1757, 2025.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Full characterization of the depth overhead for quantum circuit compilation with arbitrary qubit connectivity constraint.Quantum, 9:1757, 2025

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T14:23:31.180089Z

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Observation b640d70f-f744-4fc4-83d0-2e464d276553 · outbound

This paper cites Minimum-length chain embedding for the phase unwrapping problem on d-wave’s pegasus graph.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Minimum-length chain embedding for the phase unwrapping problem on d-wave’s pegasus graph

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T14:23:31.180089Z

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Observation 15ca7e7c-e37b-43ae-a513-02a3e9a9cc4e · outbound

This paper cites Variational quantum algorithms.Nature Reviews Physics, 3(9):625–644, 2021.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Variational quantum algorithms.Nature Reviews Physics, 3(9):625–644, 2021

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Observation 080db4db-c6bc-41b3-9652-cf8ba79ab272 · outbound

This paper cites A Quantum Approximate Optimization Algorithm.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design A Quantum Approximate Optimization Algorithm

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Resolution: verified exact; local_arxiv, observed 2026-07-03T03:57:38.306258Z

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Observation 6b69f2fd-67a5-4bfc-8333-1f2932aacafc · outbound

This paper cites A review on quantum approximate optimization algorithm and its variants.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design A review on quantum approximate optimization algorithm and its variants

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Observation feb1e4d4-33a9-4ac5-856a-97effd3c93f9 · outbound

This paper cites A variational eigenvalue solver on a photonic quantum processor.Nature communications, 5(1):4213, 2014.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design A variational eigenvalue solver on a photonic quantum processor.Nature communications, 5(1):4213, 2014

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T14:23:31.180089Z

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Observation 1540b225-591c-4ee1-87f7-b25521d9c9ab · outbound

This paper cites The variational quantum eigensolver: a review of methods and best practices.Physics Reports, 986:1–128, 2022.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design The variational quantum eigensolver: a review of methods and best practices.Physics Reports, 986:1–128, 2022

Reference 17

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Observation 5cf3f8ee-e4c1-4aef-ac41-07982f3199d0 · outbound

This paper cites Algorithms for quantum computation: discrete logarithms and factoring.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Algorithms for quantum computation: discrete logarithms and factoring

Reference 18

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Observation 167b8f5e-2fd8-4722-911c-afc3e917df8a · outbound

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VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Unresolved cited work

Reference 19

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Observation b0d43a17-60c9-462b-9c7c-d427b7619dcd · outbound

This paper cites Quantum optimization benchmark library–the intractable decathlon.arXiv e-prints, pages arXiv–2504, 2025.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Quantum optimization benchmark library–the intractable decathlon.arXiv e-prints, pages arXiv–2504, 2025

Reference 20

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Observation f992525a-c1b9-402e-b3a3-c26fe69f57b1 · outbound

This paper cites Optimal cardinality constrained portfolio selection.Operations research, 61(3):745–761, 2013.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Optimal cardinality constrained portfolio selection.Operations research, 61(3):745–761, 2013

Reference 21

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Observation 180851b4-2404-41ad-a876-85be9995dc18 · outbound

This paper cites Multi-period portfolio optimization with constraints and transac- tion costs.Working Manuscript, 2009.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Multi-period portfolio optimization with constraints and transac- tion costs.Working Manuscript, 2009

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Observation 8199c111-b8b9-44b8-89d1-727982bfb143 · outbound

This paper cites Best practices for portfolio optimization by quantum computing, experimented on real quantum devices.Scientific Reports, 13(1):19434, 2023.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Best practices for portfolio optimization by quantum computing, experimented on real quantum devices.Scientific Reports, 13(1):19434, 2023

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T14:23:31.180089Z

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Observation 93343891-c260-4038-bed6-9b29e10a0dc7 · outbound

This paper cites Scaling the Variational Quantum Eigensolver for Dynamic Portfolio Optimization.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Scaling the Variational Quantum Eigensolver for Dynamic Portfolio Optimization

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Resolution: verified exact; arxiv_id, observed 2026-07-03T03:57:38.301099Z

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Observation 916fb0d5-82e3-4e84-aae8-9fe615a84866 · outbound

This paper cites Improving Variational Quantum Optimization using CVaR.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Improving Variational Quantum Optimization using CVaR

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Observation 5bb6f2f5-7828-4711-90de-1007cf005b0a · outbound

This paper cites Bar- ren plateaus in quantum neural network training landscapes.Nature communications, 9(1):4812, 2018.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Bar- ren plateaus in quantum neural network training landscapes.Nature communications, 9(1):4812, 2018

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T14:23:31.180089Z

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Observation 645e7302-01e2-4c60-9e3c-6c433512fcad · outbound

This paper cites Expressibility and entangling capability of parameterized quantum circuits for hybrid quantum-classical algorithms.Advanced Quantum Technologies, 2(12):1900070, 2019.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Expressibility and entangling capability of parameterized quantum circuits for hybrid quantum-classical algorithms.Advanced Quantum Technologies, 2(12):1900070, 2019

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Observation 8649373d-6aff-43de-9dd1-97be7dfd25e9 · outbound

This paper cites Connecting ansatz expressibility to gradient magnitudes and barren plateaus.PRX quantum, 3(1):010313, 2022.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Connecting ansatz expressibility to gradient magnitudes and barren plateaus.PRX quantum, 3(1):010313, 2022

Reference 28

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Observation 566a9df7-8929-4792-bb79-89056d87babd · outbound

This paper cites Noise-induced barren plateaus in variational quantum algorithms.Nature com- munications, 12(1):6961, 2021.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Noise-induced barren plateaus in variational quantum algorithms.Nature com- munications, 12(1):6961, 2021

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T14:23:31.180089Z

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Observation 5084ea79-2467-437f-891c-90e5808b8c9c · outbound

This paper cites Topological and subsystem codes on low-degree graphs with flag qubits.Physical Review X, 10(1):011022, 2020.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Topological and subsystem codes on low-degree graphs with flag qubits.Physical Review X, 10(1):011022, 2020

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Resolution: unresolved; no resolver link, observed 2026-06-27T14:23:31.180089Z

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Observation a9f57b41-e651-4ed9-bf25-eb636b7a53d1 · outbound

This paper cites Tackling the qubit mapping problem for nisq-era quantum devices.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Tackling the qubit mapping problem for nisq-era quantum devices

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Observation c2682116-0eb8-4ad1-a565-2ad8cc27b9e7 · outbound

This paper cites Evolving objective function for improved variational quantum optimization.Physical Review Research, 4(2):023225, 2022.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Evolving objective function for improved variational quantum optimization.Physical Review Research, 4(2):023225, 2022

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Observation 65eb8eee-9063-4c58-b4c5-6ef51322074d · outbound

This paper cites Particle swarm optimization.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Particle swarm optimization

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Observation 495dd866-f02d-4cac-9e51-3314003c85e5 · outbound

This paper cites Nakanishi, Keisuke Fujii, and Synge Todo.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Nakanishi, Keisuke Fujii, and Synge Todo

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Observation 11ab382f-569c-4767-b6e0-27127092e04e · outbound

This paper cites Variational quantum eigensolver with linear depth problem-inspired ansatz for solving portfolio optimization in finance.Science China Infor- mation Sciences, 68(8):180504, 2025.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Variational quantum eigensolver with linear depth problem-inspired ansatz for solving portfolio optimization in finance.Science China Infor- mation Sciences, 68(8):180504, 2025

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Observation a4931d37-2167-4645-b0ed-f5a0bf5d3ffa · outbound

This paper cites From the quantum approximate optimization algorithm to a quantum alternating operator ansatz.Algorithms, 12(2):34, 2019.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design From the quantum approximate optimization algorithm to a quantum alternating operator ansatz.Algorithms, 12(2):34, 2019

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Observation fcba78ff-d9a6-4157-b47c-7ddf0a1dcf32 · outbound

This paper cites Correlation-informed permutation of qubits for reducing ansatz depth in the variational quantum eigensolver.PRX Quantum, 2(2):020337, 2021.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Correlation-informed permutation of qubits for reducing ansatz depth in the variational quantum eigensolver.PRX Quantum, 2(2):020337, 2021

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Observation a1862850-2a5b-4e59-8d2b-c2ec1255c2c7 · outbound

This paper cites Entanglement-informed construction of vari- ational quantum circuits.Quantum Science and Technology, 10(3):035032, 2025.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Entanglement-informed construction of vari- ational quantum circuits.Quantum Science and Technology, 10(3):035032, 2025

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Observation 9483ac29-e192-4202-9281-72a4fa50c577 · outbound

This paper cites EAQGA: A Quantum-Enhanced Genetic Algorithm with Novel Entanglement-Aware Crossovers.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design EAQGA: A Quantum-Enhanced Genetic Algorithm with Novel Entanglement-Aware Crossovers

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Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T03:57:38.304037Z

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Observation 2db34277-ea28-46f3-84ee-bd993187880d · outbound

This paper cites an unresolved cited work.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Unresolved cited work

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Observation aa37fc7e-8134-4607-b0ba-8214830ce389 · outbound

This paper cites Memetic algorithms and memetic computing optimization: A literature review.Swarm and Evolutionary Computation, 2:1–14, 2012.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Memetic algorithms and memetic computing optimization: A literature review.Swarm and Evolutionary Computation, 2:1–14, 2012

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Observation fe9885b9-47ee-4742-8822-65bf21f32981 · outbound

This paper cites Parameters fixing strategy for quantum approximate optimization algorithm.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Parameters fixing strategy for quantum approximate optimization algorithm

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Observation 7452b626-ab10-4262-b50e-516e38674c6e · outbound

This paper cites Qiskit Finance.https://qiskit-community.github.io/ qiskit-finance/, 2024.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Qiskit Finance.https://qiskit-community.github.io/ qiskit-finance/, 2024

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Resolution: unresolved; no resolver link, observed 2026-06-27T14:23:31.180089Z

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Observation 23df2019-b118-49ff-bade-bc7a0b7a28cc · outbound

This paper cites Maher, Gioni Mexi, Erik M¨ uhmer, Marc E.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Maher, Gioni Mexi, Erik M¨ uhmer, Marc E

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Observation 4d0b44fa-9372-4f0a-84b3-37b25b747c92 · outbound

This paper cites Provable bounds for noise-free expectation values computed from noisy samples.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Provable bounds for noise-free expectation values computed from noisy samples

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Resolution: verified exact; arxiv_id, observed 2026-07-03T03:57:38.293565Z

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Observation d2acc3e8-e20c-4afd-9093-5e5f58219b59 · outbound

This paper cites Matrix product state simulation method.https://qiskit.github.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Matrix product state simulation method.https://qiskit.github

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Observation f4e8ca31-f9f2-4dd8-afe3-d5f02d4c214c · outbound

This paper cites Efficient classical simulation of slightly entangled quantum computations.Physical review letters, 91(14):147902, 2003.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Efficient classical simulation of slightly entangled quantum computations.Physical review letters, 91(14):147902, 2003

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Observation a735d9e5-82fb-4c28-a557-6cb3f7f99d96 · outbound

This paper cites an unresolved cited work.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Unresolved cited work

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Observation b6f1cb08-097e-4194-9f22-8c0e2d9e7af9 · outbound

This paper cites Error mitigation and suppression techniques.https://quantum.cloud.ibm.com/ docs/en/guides/error-mitigation-and-suppression-techniques, 2024.

VQA for Dynamic Portfolio Optimization: Sampling Strategies, Optimizer Scheduling, and Hardware-Aware Ansatz Design Error mitigation and suppression techniques.https://quantum.cloud.ibm.com/ docs/en/guides/error-mitigation-and-suppression-techniques, 2024

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