Parametrized path integral formulation for large fermion systems
- URL: http://arxiv.org/abs/2208.13777v1
- Date: Mon, 29 Aug 2022 09:39:05 GMT
- Title: Parametrized path integral formulation for large fermion systems
- Authors: Xiong Yunuo, Xiong Hongwei
- Abstract summary: We build upon the recently discovered fictitious particle model to investigate the fermion sign problem further.
For the valid region of our method, our simulation shows that we may give accurate prediction of the energy for large fermion systems.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: The exchange antisymmetry between identical fermions gives rise to the well
known fermion sign problem, in the form of large cancellation between positive
and negative contribution to the partition function, making any simulation
methods which directly sample this partition function exponentially difficult
to converge. In this work, we employ path integral molecular dynamics (PIMD)
and build upon the recently discovered fictitious particle model to investigate
the fermion sign problem further. We consider the validity and invalidity
condition for the method of parametrized path integral formulation of the
partition function and extrapolation to circumvent the fermion sign problem.
For the valid region of our method, our simulation shows that we may give
accurate prediction of the energy for large fermion systems, which is much
beyond the capability of the direct sampling in the traditional method. In
particular, we find and verify a simple universal relation for high temperature
noninteracting particles or strongly repulsive interacting particles at low
temperatures.
Related papers
- Path integrals and deformation quantization:the fermionic case [0.0]
This thesis addresses a fundamental problem in deformation quantization: the difficulty of calculating the star-exponential.<n>Inspired by the formalism that connects the star-exponential with the quantum propagator for bosonic systems, this work develops the analogous extension for the fermionic case.
arXiv Detail & Related papers (2026-01-30T22:30:32Z) - Generalized Zeno effect and entanglement dynamics induced by fermion counting [0.0]
We study a one-dimensional lattice system of free fermions subjected to a generalized measurement process.
We find that instantaneous correlations and entanglement properties of free fermions subjected to fermion counting and local occupation measurements are strikingly similar.
arXiv Detail & Related papers (2024-06-11T19:46:26Z) - Unscrambling of single-particle wave functions in systems localized through disorder and monitoring [0.0]
We develop a process of finding a Slater determinant representation of free-fermion wave functions that accurately characterizes localized particles.
Our results unlock the potential of utilizing single-particle wave functions to gain valuable insights into the localization transition properties in systems such as monitored free fermions and disordered models.
arXiv Detail & Related papers (2024-03-15T23:16:44Z) - Sampling with Mollified Interaction Energy Descent [57.00583139477843]
We present a new optimization-based method for sampling called mollified interaction energy descent (MIED)
MIED minimizes a new class of energies on probability measures called mollified interaction energies (MIEs)
We show experimentally that for unconstrained sampling problems our algorithm performs on par with existing particle-based algorithms like SVGD.
arXiv Detail & Related papers (2022-10-24T16:54:18Z) - A pseudo-fermion method for the exact description of fermionic
environments: from single-molecule electronics to Kondo resonance [0.39089069256361736]
We develop a discrete fermion approach for modelling the strong interaction of an arbitrary system interacting with continuum electronic reservoirs.
For a non-interacting single-resonant level, we benchmark our approach against an analytical solution and an exact hierachical-equations-of-motion approach.
arXiv Detail & Related papers (2022-07-12T18:18:53Z) - GeoDiff: a Geometric Diffusion Model for Molecular Conformation
Generation [102.85440102147267]
We propose a novel generative model named GeoDiff for molecular conformation prediction.
We show that GeoDiff is superior or comparable to existing state-of-the-art approaches.
arXiv Detail & Related papers (2022-03-06T09:47:01Z) - Topological transitions with continuously monitored free fermions [68.8204255655161]
We show the presence of a topological phase transition that is of a different universality class than that observed in stroboscopic projective circuits.
We find that this entanglement transition is well identified by a combination of the bipartite entanglement entropy and the topological entanglement entropy.
arXiv Detail & Related papers (2021-12-17T22:01:54Z) - Stabilizing volume-law entangled states of fermions and qubits using
local dissipation [13.502098265779946]
We analyze a general method for the dissipative preparation and stabilization of volume-law entangled states of fermionic and qubit lattice systems in 1D.
Our ideas are compatible with a number of experimental platforms, including superconducting circuits and trapped ions.
arXiv Detail & Related papers (2021-07-29T15:47:51Z) - Ab-initio study of interacting fermions at finite temperature with
neural canonical transformation [7.880128624913544]
We present a variational density matrix approach to the thermal properties of interacting fermions in the continuum.
We study electrons in a two-dimensional quantum dot with an interaction-induced crossover from Fermi liquid to Wigner molecule.
arXiv Detail & Related papers (2021-05-18T16:16:02Z) - Uhlmann Fidelity and Fidelity Susceptibility for Integrable Spin Chains
at Finite Temperature: Exact Results [68.8204255655161]
We show that the proper inclusion of the odd parity subspace leads to the enhancement of maximal fidelity susceptibility in the intermediate range of temperatures.
The correct low-temperature behavior is captured by an approximation involving the two lowest many-body energy eigenstates.
arXiv Detail & Related papers (2021-05-11T14:08:02Z) - Exact thermal properties of free-fermionic spin chains [68.8204255655161]
We focus on spin chain models that admit a description in terms of free fermions.
Errors stemming from the ubiquitous approximation are identified in the neighborhood of the critical point at low temperatures.
arXiv Detail & Related papers (2021-03-30T13:15:44Z) - Determination of the critical exponents in dissipative phase
transitions: Coherent anomaly approach [51.819912248960804]
We propose a generalization of the coherent anomaly method to extract the critical exponents of a phase transition occurring in the steady-state of an open quantum many-body system.
arXiv Detail & Related papers (2021-03-12T13:16:18Z) - Probing eigenstate thermalization in quantum simulators via
fluctuation-dissipation relations [77.34726150561087]
The eigenstate thermalization hypothesis (ETH) offers a universal mechanism for the approach to equilibrium of closed quantum many-body systems.
Here, we propose a theory-independent route to probe the full ETH in quantum simulators by observing the emergence of fluctuation-dissipation relations.
Our work presents a theory-independent way to characterize thermalization in quantum simulators and paves the way to quantum simulate condensed matter pump-probe experiments.
arXiv Detail & Related papers (2020-07-20T18:00:02Z)
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.