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We show that the class QAM does not change even if the verifier's ability is restricted to only single-qubit measurements. To show the result, we use the idea of the measurement-based quantum computing: the verifier, who can do only…

量子物理 · 物理学 2016-06-29 Tomoyuki Morimae

Although it is believed unlikely that $\NP$-hard problems admit efficient quantum algorithms, it has been shown that a quantum verifier can solve $\NP$-complete problems given a "short" quantum proof; more precisely, $\NP\subseteq…

量子物理 · 物理学 2011-06-22 Salman Beigi

QMA (Quantum Merlin-Arthur) is the quantum analogue of the class NP. There are a few QMA-complete problems, most notably the ``Local Hamiltonian'' problem introduced by Kitaev. In this dissertation we show some new QMA-complete problems.…

量子物理 · 物理学 2007-12-19 Yi-Kai Liu

Stoquasticity, originating in sign-problem-free physical systems, gives rise to $\sf StoqMA$, introduced by Bravyi, Bessen, and Terhal (2006), a quantum-inspired intermediate class between $\sf MA$ and $\sf AM$. Unentanglement similarly…

量子物理 · 物理学 2026-05-01 Yupan Liu , Pei Wu

We prove several new results concerning the pure quantum polynomial hierarchy (pureQPH). First, we show that QMA(2) is contained in pureQSigma2, that is, two unentangled existential provers can be simulated by competing existential and…

量子物理 · 物理学 2025-10-09 Sabee Grewal , Dorian Rudolph

The class QMA(k), introduced by Kobayashi et al., consists of all languages that can be verified using k unentangled quantum proofs. Many of the simplest questions about this class have remained embarrassingly open: for example, can we give…

量子物理 · 物理学 2008-11-17 Scott Aaronson , Salman Beigi , Andrew Drucker , Bill Fefferman , Peter Shor

We introduce a simple sub-universal quantum computing model, which we call the Hadamard-classical circuit with one-qubit (HC1Q) model. It consists of a classical reversible circuit sandwiched by two layers of Hadamard gates, and therefore…

量子物理 · 物理学 2018-11-19 Tomoyuki Morimae , Yuki Takeuchi , Harumichi Nishimura

Decision problems are the problems whose answer is either YES or NO. As the quantum analogue of $\mathsf{NP}$ (nondeterministic polynomial time), the class $\mathsf{QMA}$ (quantum Merlin-Arthur) contains the decision problems whose YES…

量子物理 · 物理学 2020-10-08 Kai Sun , Zi-Jian Zhang , Fei Meng , Bin Cheng , Zhu Cao , Jin-Shi Xu , Man-Hong Yung , Chuan-Feng Li , Guang-Can Guo

We propose a variational quantum implementation of self-attention (QSA), the core operation in transformers and large language models, which predicts future elements of a sequence by forming overlap-weighted combinations of past data. At…

量子物理 · 物理学 2026-02-09 Alessio Pecilli , Matteo Rosati

The discretized Poisson equation matrix (DPEM) in 1D has been shown to require an exponentially large number of terms when decomposed in the Pauli basis when solving numerical linear algebra problems on a quantum computer. Additionally,…

量子物理 · 物理学 2025-07-22 Fouad Ayoub , James D. Baeder

We give a test that can distinguish efficiently between product states of n quantum systems and states which are far from product. If applied to a state psi whose maximum overlap with a product state is 1-epsilon, the test passes with…

量子物理 · 物理学 2013-10-03 Aram W. Harrow , Ashley Montanaro

In this article we introduce a new complexity class called PQMA_log(2). Informally, this is the class of languages for which membership has a logarithmic-size quantum proof with perfect completeness and soundness which is polynomially close…

量子物理 · 物理学 2016-11-25 Hugue Blier , Alain Tapp

We show that combining two different hypothetical enhancements to quantum computation---namely, quantum advice and non-collapsing measurements---would let a quantum computer solve any decision problem whatsoever in polynomial time, even…

量子物理 · 物理学 2018-05-23 Scott Aaronson

The question about the existence of so-called ``hidden'' variables in quantum mechanics and the perception of the completeness of quantum mechanics are two sides of the same coin. Quantum analytical mechanics constitutes a completion of…

量子物理 · 物理学 2026-05-01 Wolfgang Paul

Quantum machine learning (QML) leverages quantum computing for classical inference, furnishes the processing of quantum data with machine-learning methods, and provides quantum algorithms adapted to noisy devices. Typically, QML proposals…

Counting ground state degeneracy of a $k$-local Hamiltonian is important in many fields of physics. Its complexity belongs to the problem of sharp bounded-error quantum polynomial time (#BQP) class and few methods are known for its…

量子物理 · 物理学 2025-10-08 Zhen Guo , Li You

Quantum theory, despite its remarkable success, struggles to represent certain experimental data, particularly those involving integer functions and deterministic relations between quantum jumps. We address this limitation by proposing a…

量子物理 · 物理学 2024-10-25 H. Ishikawa

We investigate the structure of quantum proof systems by establishing collapse results that reveal simplifications in their complexity landscape. By extending classical theorems such as the Karp-Lipton theorem to quantum settings and…

量子物理 · 物理学 2025-07-08 Kartik Anand , Kabgyun Jeong , Junseo Lee

Variational Quantum Algorithms (VQAs), such as the Quantum Approximate Optimization Algorithm (QAOA) of [Farhi, Goldstone, Gutmann, 2014], have seen intense study towards near-term applications on quantum hardware. A crucial parameter for…

量子物理 · 物理学 2023-07-12 Lennart Bittel , Sevag Gharibian , Martin Kliesch

The generation and verification of quantum states are fundamental tasks for quantum information processing that have recently been investigated by Irani, Natarajan, Nirkhe, Rao and Yuen [CCC 2022], Rosenthal and Yuen [ITCS 2022], Metger and…

量子物理 · 物理学 2023-12-29 François Le Gall , Masayuki Miyamoto , Harumichi Nishimura