The Feynman-Kac formula in deformation quantization
- URL: http://arxiv.org/abs/2502.03624v1
- Date: Wed, 05 Feb 2025 21:18:28 GMT
- Title: The Feynman-Kac formula in deformation quantization
- Authors: Jasel Berra-Montiel, Hugo Garcia-Compean, Alberto Molgado,
- Abstract summary: We introduce the Feynman-Kac formula within the deformation quantization program.
The ground state energy of any prescribed physical system can be obtained from the limit of the phase space integration of the star exponential of the Hamiltonian operator.
- Score: 0.0
- License:
- Abstract: We introduce the Feynman-Kac formula within the deformation quantization program. Constructing on previous work it is shown that, upon a Wick rotation, the ground state energy of any prescribed physical system can be obtained from the asymptotic limit of the phase space integration of the star exponential of the Hamiltonian operator. Some examples of this correspondence are provided showing a novel and efficient way of computing the ground state energy for some physical models.
Related papers
- An Exact Formula for Quantum Entropy Production along Quantum Trajectories [0.0]
We give an exact formula for the rate of change of the von Neumann entropy for the conditional state of a quantum system undergoing continuous measurement.
Here we employ Paycha's Formula citePaycha which gives the noncommutative Taylor series development.
arXiv Detail & Related papers (2024-07-08T20:47:00Z) - Quantum Chebyshev Transform: Mapping, Embedding, Learning and Sampling
Distributions [18.124351208075062]
We show how to encode data into quantum states with amplitudes growing exponentially in the system size.
We propose an embedding circuit for generating the orthonormal Chebyshev basis of exponential capacity.
This enables automatic model differentiation, and opens a route to solving differential equations.
arXiv Detail & Related papers (2023-06-29T15:19:32Z) - Correspondence Between the Energy Equipartition Theorem in Classical
Mechanics and its Phase-Space Formulation in Quantum Mechanics [62.997667081978825]
In quantum mechanics, the energy per degree of freedom is not equally distributed.
We show that in the high-temperature regime, the classical result is recovered.
arXiv Detail & Related papers (2022-05-24T20:51:03Z) - Numerical Simulations of Noisy Quantum Circuits for Computational
Chemistry [51.827942608832025]
Near-term quantum computers can calculate the ground-state properties of small molecules.
We show how the structure of the computational ansatz as well as the errors induced by device noise affect the calculation.
arXiv Detail & Related papers (2021-12-31T16:33:10Z) - From geometry to coherent dissipative dynamics in quantum mechanics [68.8204255655161]
We work out the case of finite-level systems, for which it is shown by means of the corresponding contact master equation.
We describe quantum decays in a 2-level system as coherent and continuous processes.
arXiv Detail & Related papers (2021-07-29T18:27:38Z) - Machine Learning S-Wave Scattering Phase Shifts Bypassing the Radial
Schr\"odinger Equation [77.34726150561087]
We present a proof of concept machine learning model resting on a convolutional neural network capable to yield accurate scattering s-wave phase shifts.
We discuss how the Hamiltonian can serve as a guiding principle in the construction of a physically-motivated descriptor.
arXiv Detail & Related papers (2021-06-25T17:25:38Z) - Quantum Fokker-Planck Dynamics [0.0]
This paper aims to obtain a quantum counterpart of Fokker-Planck dynamics.
Within this framework we present a quantization of the generalized Laplace operator.
We then construct and examine the behaviour of the corresponding Markov semigroups.
arXiv Detail & Related papers (2021-06-10T13:05:57Z) - Ground States of Quantum Many Body Lattice Models via Reinforcement
Learning [0.0]
We introduce reinforcement learning (RL) formulations of the problem of finding the ground state of a quantum mechanical model defined on a lattice.
We show that stoquastic Hamiltonians have a natural decomposition into dynamics and a potential representing a reward function.
We discuss the application of this mapping to the neural representation of quantum states, spelling out the advantages over approaches based on direct representation of the wavefunction of the system.
arXiv Detail & Related papers (2020-12-13T13:53:59Z) - Benchmarking adaptive variational quantum eigensolvers [63.277656713454284]
We benchmark the accuracy of VQE and ADAPT-VQE to calculate the electronic ground states and potential energy curves.
We find both methods provide good estimates of the energy and ground state.
gradient-based optimization is more economical and delivers superior performance than analogous simulations carried out with gradient-frees.
arXiv Detail & Related papers (2020-11-02T19:52:04Z) - State preparation and measurement in a quantum simulation of the O(3)
sigma model [65.01359242860215]
We show that fixed points of the non-linear O(3) sigma model can be reproduced near a quantum phase transition of a spin model with just two qubits per lattice site.
We apply Trotter methods to obtain results for the complexity of adiabatic ground state preparation in both the weak-coupling and quantum-critical regimes.
We present and analyze a quantum algorithm based on non-unitary randomized simulation methods.
arXiv Detail & Related papers (2020-06-28T23:44:12Z) - Deformation quantization and the tomographic representation of quantum
fields [0.0]
The tomographic representation of quantum fields within the deformation quantization formalism is constructed.
Some possible applications of the formalism to loop quantum cosmology and loop quantum gravity are briefly discussed.
arXiv Detail & Related papers (2020-06-13T17:43:02Z)
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.