Energy Spectra of Compressed Quantum States
- URL: http://arxiv.org/abs/2507.07191v1
- Date: Wed, 09 Jul 2025 18:02:41 GMT
- Title: Energy Spectra of Compressed Quantum States
- Authors: Daochen Wang,
- Abstract summary: This paper explains the empirical finding of Silvester, Carleo, and White that the energy spectra of matrix product states do not decay exponentially.<n>It also reduces the question of quantum advantage to the energy and entanglement profile of the Hamiltonian's eigenstates.
- Score: 1.8492669447784602
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Quantum algorithms for estimating the ground state energy of a quantum system often operate by preparing a classically accessible quantum state and then applying quantum phase estimation. Whether this approach yields quantum advantage hinges on the state's energy spectrum, that is, the sequence of the state's overlaps with the energy eigenstates of the system Hamiltonian. For any entanglement-compressed quantum state with minimal expected energy, it is shown that its energy spectrum decays at most with the inverse-squared energy eigenvalues. This explains the main empirical finding of Silvester, Carleo, and White (Physical Review Letters, 2025) that the energy spectra of matrix product states do not decay exponentially. It also reduces the question of quantum advantage to the energy and entanglement profile of the Hamiltonian's eigenstates.
Related papers
- Quantum non-Gaussian coherences of an oscillating atom [0.0]
Even the most elementary binary superpositions of the ground and the higher eigenstate are highly required for quantum sensing, thermodynamics, and computing.<n>We derive upper bounds for quantum coherences achieved by classical and Gaussian states and operations.<n>We experimentally demonstrate unambiguous observation of quantum non-Gaussian coherences in mechanical vibrations.
arXiv Detail & Related papers (2024-12-12T13:03:10Z) - A Theory of Quantum Jumps [44.99833362998488]
We study fluorescence and the phenomenon of quantum jumps'' in idealized models of atoms coupled to the quantized electromagnetic field.
Our results amount to a derivation of the fundamental randomness in the quantum-mechanical description of microscopic systems.
arXiv Detail & Related papers (2024-04-16T11:00:46Z) - Quantum data learning for quantum simulations in high-energy physics [55.41644538483948]
We explore the applicability of quantum-data learning to practical problems in high-energy physics.
We make use of ansatz based on quantum convolutional neural networks and numerically show that it is capable of recognizing quantum phases of ground states.
The observation of non-trivial learning properties demonstrated in these benchmarks will motivate further exploration of the quantum-data learning architecture in high-energy physics.
arXiv Detail & Related papers (2023-06-29T18:00:01Z) - Quantum-Selected Configuration Interaction: classical diagonalization of
Hamiltonians in subspaces selected by quantum computers [0.0]
We propose a class of hybrid quantum-classical algorithms for calculating the ground- and excited-state energies of many-electron Hamiltonians on noisy quantum devices.
The proposed algorithms are potentially feasible to tackle some challenging molecules by exploiting quantum devices with several tens of qubits.
arXiv Detail & Related papers (2023-02-22T12:05:31Z) - Universality of critical dynamics with finite entanglement [68.8204255655161]
We study how low-energy dynamics of quantum systems near criticality are modified by finite entanglement.
Our result establishes the precise role played by entanglement in time-dependent critical phenomena.
arXiv Detail & Related papers (2023-01-23T19:23:54Z) - Schr\"odinger cat states of a 16-microgram mechanical oscillator [54.35850218188371]
The superposition principle is one of the most fundamental principles of quantum mechanics.
Here we demonstrate the preparation of a mechanical resonator with an effective mass of 16.2 micrograms in Schr"odinger cat states of motion.
We show control over the size and phase of the superposition and investigate the decoherence dynamics of these states.
arXiv Detail & Related papers (2022-11-01T13:29:44Z) - The power of noisy quantum states and the advantage of resource dilution [62.997667081978825]
Entanglement distillation allows to convert noisy quantum states into singlets.
We show that entanglement dilution can increase the resilience of shared quantum states to local noise.
arXiv Detail & Related papers (2022-10-25T17:39:29Z) - Power of Sine Hamiltonian Operator for Estimating the Eigenstate
Energies on Quantum Computers [4.814804579035369]
We propose a new classical quantum hybrid method, named as power of sine Hamiltonian operator (PSHO)
In PSHO, for any reference state, the normalized energy of the sine Hamiltonian power state can be determined.
The performance of the PSHO method is demonstrated by numerical calculations of the H4 and LiH molecules.
arXiv Detail & Related papers (2022-09-29T14:07:12Z) - Approximate Quantum Algorithms as a Multiphoton Raman Excitation of a
Quasicontinuum Edge [0.0]
Many quantum algorithms can be seen as a transition from a well-defined initial quantum state to an unknown target quantum state.
In this context, approximate quantum calculations imply transition not to the single, minimum energy, state but to a group of states close to the minimum.
We demonstrate that the energy width of the population energy distribution over the band is mainly dictated by the time-energy uncertainty principle.
arXiv Detail & Related papers (2022-07-18T12:42:30Z) - Demonstrating Quantum Microscopic Reversibility Using Coherent States of
Light [58.8645797643406]
We propose and experimentally test a quantum generalization of the microscopic reversibility when a quantum system interacts with a heat bath.
We verify that the quantum modification for the principle of microscopic reversibility is critical in the low-temperature limit.
arXiv Detail & Related papers (2022-05-26T00:25:29Z) - Direct estimation of the energy gap between the ground state and excited
state with quantum annealing [0.0]
We propose a direct estimation of the energy gap between the ground state and excited state of the target Hamiltonian.
Based on typical parameters of superconducting qubits, we numerically investigate the performance of our scheme.
Our results pave a new way to estimate the energy gap of the Hamiltonian for quantum chemistry.
arXiv Detail & Related papers (2020-07-21T02:03:42Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.