10,002 results on '"quantum monte carlo"'
Search Results
2. Stochastic quantum power flow for risk assessment in power systems
- Author
-
Sævarsson, Brynjar, Jóhannsson, Hjörtur, and Chatzivasileiadis, Spyros
- Published
- 2025
- Full Text
- View/download PDF
Catalog
3. Fluctuating charge-density-wave correlations in the three-band Hubbard model.
- Author
-
Peizhi Mai, Cohen-Stead, Benjamin, Maier, Thomas A., and Johnston, Steven
- Subjects
- *
HUBBARD model , *MATERIALS at low temperatures , *HIGH temperature superconductors , *HEAT resistant materials , *PYROMETRY - Abstract
The high-temperature superconducting cuprates host unidirectional spin- and charge-density-wave orders that can intertwine with superconductivity in nontrivial ways. While the charge components of these stripes have now been observed in nearly all cuprate families, their detailed evolution with doping varies across different materials and at high and low temperatures. We address this problem using nonperturbative determinant quantum Monte Carlo calculations for the three-band Hubbard model. Using an efficient implementation, we can resolve the model's fluctuating spin and charge modulations and map their evolution as a function of the charge transfer energy and doping. We find that the incommensurability of the charge modulations is decoupled from the spin modulations and decreases with hole doping, consistent with experimental measurements at high temperatures. These findings support the proposal that the high-temperature charge correlations are distinct from the intertwined stripe order observed at low-temperature and in the single-band Hubbard model. [ABSTRACT FROM AUTHOR] more...
- Published
- 2024
- Full Text
- View/download PDF
4. Magnon, doublon and quarton excitations in 2D S=1/2 trimerized Heisenberg models.
- Author
-
Chang, Yue-Yue, Cheng, Jun-Qing, Shao, Hui, Yao, Dao-Xin, and Wu, Han-Qing
- Abstract
We investigate the magnetic excitations of the two-dimensional (2D) S = 1/2 trimerized Heisenberg models with intratrimer interaction J
1 and intertrimer interaction Jt>2 on four different lattices using a combination of stochastic series expansion quantum Monte Carlo (SSE QMC) and stochastic analytic continuation methods (SAC), complemented by cluster perturbation theory (CPT). These models exhibit quasi-particle-like excitations when g = J 2 /J1 is weak, characterized by low-energy magnons, intermediate-energy doublons, and high-energy quartons. The low-energy magnons are associated with the magnetic ground states. They can be described by the linear spin wave theory (LSWT) of the effective block spin model and the original spin model. Doublons and quartons emerge from the corresponding internal excitations of the trimers with distinct energy levels, which can be effectively analyzed using perturbative calculation when the ratio of exchange interactions g is weak. In this weak g regime, we observe a clear separation between the magnon and higher-energy spectra. As g increases, doublon and quarton gradually merge into the magnon modes or some continua. Notably, in the Collinear II and trimerized Hexagon lattice, a broad continuum emerges above the single-magnon spectrum, originating from the quasi-1D physics due to the dilute connections between chains. In addition, we also compare our numerical results to the experimental RIXS spectrum and analyze the difference. Our numerical analysis of these 2D trimers yields valuable theoretical predictions and explanations for the inelastic neutron scattering (INS) spectra of 2D magnetic materials featuring trimerized lattices. [ABSTRACT FROM AUTHOR] more...- Published
- 2024
- Full Text
- View/download PDF
5. Superexchange and charge transfer in the nickelate superconductor La3Ni2O7 under pressure.
- Author
-
Wú, Wéi, Luo, Zhihui, Yao, Dao-Xin, and Wang, Meng
- Abstract
Recently, a bulk nickelate superconductor La
3 Ni2 O7 is discovered at pressures with a remarkable high transition temperature Tscript>c ∼ 80 K. Here, we study a Hubbard model with tight-binding parameters derived from ab initio calculations of La3 Ni2 O7 , by employing large scale determinant quantum Monte Carlo and cellular dynamical mean-field theory. Our result suggests that the superexchange couplings in this system are comparable to that of cuprates. The system is a charge transfer insulator as the hole concentration becomes four per site at large Hubbard U. Upon hole doping, two low-energy spin-singlet bands emerge in the system exhibiting distinct correlation properties: while the one composed of the out-of-plane Ni- d 3 z 2 − r 2 and O-pz orbitals demonstrates strong antiferromagnetic correlations and narrow effective bandwidth, the in-plane singlet band consisting of the Ni- d x 2 − y 2 and O-px /py orbitals is in general more itinerant. Over a broad range of hole doping, the doped holes occupy primarily the d x 2 − y 2 and px /py orbitals, whereas the d 3 z 2 − r 2 and pz orbitals retain underdoped. We propose an effective t-J model to capture the relevant physics and discuss the implications of our result for comprehending the La3 Ni2 O7 superconductivity. [ABSTRACT FROM AUTHOR] more...- Published
- 2024
- Full Text
- View/download PDF
6. Recent Progress in the Electroweak Structure of Light Nuclei Using Quantum Monte Carlo Methods.
- Author
-
King, Garrett B. and Pastore, Saori
- Abstract
Nuclei will play a prominent role in searches for physics beyond the Standard Model as the active material in experiments. In order to reliably interpret new physics signals, one needs an accurate model of the underlying nuclear dynamics. In this review, we discuss recent progress made with quantum Monte Carlo approaches for calculating the electroweak structure of light nuclei. We place particular emphasis on recent β decay, muon capture, neutrinoless double β decay, and electron scattering results. [ABSTRACT FROM AUTHOR] more...
- Published
- 2024
- Full Text
- View/download PDF
7. An introduction to quantum computing for statisticians and data scientists.
- Author
-
Lopatnikova, Anna, Tran, Minh-Ngoc, and Sisson, Scott A.
- Subjects
QUANTUM computing ,SUPERCOMPUTERS ,MACHINE learning ,DESCRIPTIVE statistics ,LINEAR algebra - Abstract
Quantum computers promise to surpass the most powerful classical supercomputers in tackling critical practical problems, such as designing pharmaceuticals and fertilizers, optimizing supply chains and traffic, and enhancing machine learning. Since quantum computers operate fundamentally differently from classical ones, their emergence will give rise to a new evolutionary branch of statistical and data analytics methodologies. This review aims to provide an introduction to quantum computing accessible to statisticians and data scientists, equipping them with a comprehensive framework, the basic language, and building blocks of quantum algorithms, as well as an overview of existing quantum applications in statistics and data analysis. Our objective is to empower statisticians and data scientists to follow quantum computing literature relevant to their fields, collaborate with quantum algorithm designers, and ultimately drive the development of the next generation of statistical and data analytics tools. [ABSTRACT FROM AUTHOR] more...
- Published
- 2024
- Full Text
- View/download PDF
8. Auxiliary field Quantum Monte Carlo for dilute neutrons on the lattice.
- Author
-
Curry, Ryan, Dissanayake, Jayani, Gandolfi, Stefano, and Gezerlis, Alexandros
- Subjects
- *
HUBBARD model , *NUCLEAR physics , *SCATTERING (Physics) , *ELECTRON gas , *NEUTRON stars - Abstract
We employ constrained path Auxiliary Field Quantum Monte Carlo (AFQMC) in the pursuit of studying physical nuclear systems using a lattice formalism. Since AFQMC has been widely used in the study of condensed-matter systems such as the Hubbard model, we benchmark our method against published results for both one- and two-dimensional Hubbard model calculations. We then turn our attention to cold atomic and nuclear systems. We use an onsite contact interaction that can be tuned in order to reproduce the known scattering length and effective range of a given interaction. Developing this machinery allows us to extend our calculations to study nuclear systems within a lattice formalism. We perform initial calculations for a range of nuclear systems from two- to few-body neutron systems. This article is part of the theme issue 'The liminal position of Nuclear Physics: from hadrons to neutron stars'. [ABSTRACT FROM AUTHOR] more...
- Published
- 2024
- Full Text
- View/download PDF
9. Continuous-time worm quantum Monte Carlo study of a two-dimensional spin-one XXZ model
- Author
-
Lee, Ji-Woo
- Published
- 2024
- Full Text
- View/download PDF
10. Effects of Substrate Corrugation During Helium Adsorption on Graphene in the Grand Canonical Ensemble.
- Author
-
Erwin, Gage and Del Maestro, Adrian
- Subjects
- *
CANONICAL ensemble , *GRAPHENE , *HELIUM - Abstract
Adsorption of 4 He on graphene substrates has been a topic of great interest due to the intriguing effects of graphene corrugation on the manifestation of commensurate solid and exotic phases in low-dimensional systems. In this study, we employ worm algorithm quantum Monte Carlo to study helium adsorbed on a graphene substrate to explore corrugation effects in the grand canonical ensemble. We utilized a Szalewicz potential for helium–helium interactions and a summation of isotropic interactions between helium and carbon atoms to construct a helium–graphene potential. We implement different levels of approximation to achieve a smooth potential, three partially corrugated potentials, and a fully ab initio potential to test the effects of corrugation on the first and second layers. We demonstrate that the omission of corrugation within the helium–graphene potential could lead to finite-size effects in both the first and second layers. Thus, a fully corrugated potential should be used when simulating helium in this low-dimensional regime. [ABSTRACT FROM AUTHOR] more...
- Published
- 2024
- Full Text
- View/download PDF
11. Quantum Monte Carlo study of thin parahydrogen films on graphite
- Author
-
Jie-Ru Hu and Massimo Boninsegni
- Subjects
Superfluidity ,Quantum Monte Carlo ,Quantum films ,Molecular hydrogen ,Physics ,QC1-999 - Abstract
The low-temperature properties of one and two layers of parahydrogen adsorbed on graphite are investigated theoretically through Quantum Monte Carlo simulations. We adopt a microscopic model that explicitly includes the corrugation of the substrate. We study the phase diagram of a monolayer up to second layer promotion, and the possible occurrence of superfluidity in the second layer. We obtain results down to a temperature as low as 8 mK. We find second-layer promotion to occur at a considerably greater coverage than obtained in previous calculations and estimated experimentally; moreover, we find no evidence of a possible finite superfluid response in the second layer, disproving recent theoretical predictions. more...
- Published
- 2024
- Full Text
- View/download PDF
12. Unconventional superconductivity and charge ordering in an extended ionic Hubbard model on the triangular lattice
- Author
-
Shu-Zheng Zhou, Kai Cheng, and Zhong-Bing Huang
- Subjects
Unconventional superconductivity ,Charge ordering ,Ionic Hubbard model ,Triangular lattice ,Quantum Monte Carlo ,Physics ,QC1-999 - Abstract
To address the issues of superconducting and charge properties in hydrated sodium cobalt, we investigate an extended ionic Hubbard model on the triangular lattice, which includes off-site attractions between sites with minor charges. Our quantum Monte Carlo simulations show that close to quarter filling, the off-site attractions induce a significant enhancement of d-wave and extended s-wave pairing correlations. Simultaneously, they render an increase of the charge structure factor at most of wave vectors. A combination with charge correlations in real space indicates the development of short-range finite-q charge density waves on the sites with minor charges. Our findings provide a new perspective on the superconducting mechanism in hydrated sodium cobalt based on the electronic structure which explicitly takes the effect of sodium atoms into account. more...
- Published
- 2024
- Full Text
- View/download PDF
13. Toward accurate modeling of structure and energetics of bulk hexagonal boron nitride.
- Author
-
Novotný, Michal, Dubecký, Matúš, and Karlický, František
- Subjects
- *
BORON nitride , *LATTICE constants - Abstract
Materials that exhibit both strong covalent and weak van der Waals interactions pose a considerable challenge to many computational methods, such as DFT. This makes assessing the accuracy of calculated properties, such as exfoliation energies in layered materials like hexagonal boron nitride (h‐BN) problematic, when experimental data are not available. In this paper, we investigate the accuracy of equilibrium lattice constants and exfoliation energy calculation for various DFT‐based computational approaches in bulk h‐BN. We contrast these results with available experiments and reference fixed‐node diffusion quantum Monte Carlo (QMC) results. From our reference QMC calculation, we obtained an exfoliation energy of −33±2 meV/atom (‐0.38±0.02 J/m2). [ABSTRACT FROM AUTHOR] more...
- Published
- 2024
- Full Text
- View/download PDF
14. Quantum Anisotropic Antiferromagnetic Heisenberg Model for Description of Magnetic Properties at Low Temperatures from KTb(WO4)2.
- Author
-
Freitas, A. S., Silva, C. A., and Silva, L. S.
- Subjects
- *
MAGNETIC properties , *HEISENBERG model , *METAMAGNETISM , *LOW temperatures , *MAGNETIC materials , *ANTIFERROMAGNETIC materials - Abstract
Low-dimensional magnetic materials have attracted the attention of several researchers in recent decades, mainly because of the exotic magnetic properties and superconductivity of some of these materials. One of these materials is KTb(WO 4 ) 2 , generally considered a prototype of the 2D Ising model. However, KTb(WO 4 ) 2 has some peculiarities in its magnetization behaviour under a magnetic field low-temperature regime. This peculiarity especially concerns the nonlinear dependence of magnetization to an applied magnetic field which is a behaviour that cannot be described using a pure two-dimensional Ising model. KTb(WO 4 ) 2 undergoes a metamagnetic phase transition at low temperatures, and we believe that such behaviour may be related to quantum effects and high magnetic anisotropy. Therefore, KTb(WO 4 ) 2 cannot be a perfect prototype for the 2D Ising model. In this work, we present a proposal to use the anisotropic quantum Heisenberg model to describe the magnetic properties of the KTb(WO 4 ) 2 quasi-doublet. Our main objective is to describe nonlinear magnetic properties at the low-temperature regime (T < 0.5 K). To achieve our objective, we simulate the magnetic properties of the material considering the anisotropy parameter Δ values via quantum Monte Carlo (QMC) and compare the results to published experimental data. For comparison, we plot diagrams of magnetization versus field and susceptibility as a T function of temperature. Our results show close agreement with the experimental data, especially at low temperatures and for intermediate values of the magnetic anisotropy parameter. [ABSTRACT FROM AUTHOR] more...
- Published
- 2024
- Full Text
- View/download PDF
15. Quantum Anisotropic Antiferromagnetic Heisenberg Model for Description of Magnetic Properties at Low Temperatures from KTb(WO4)2.
- Author
-
Freitas, A. S., Silva, C. A., and Silva, L. S.
- Subjects
MAGNETIC properties ,HEISENBERG model ,METAMAGNETISM ,LOW temperatures ,MAGNETIC materials ,ANTIFERROMAGNETIC materials - Abstract
Low-dimensional magnetic materials have attracted the attention of several researchers in recent decades, mainly because of the exotic magnetic properties and superconductivity of some of these materials. One of these materials is KTb(WO 4 ) 2 , generally considered a prototype of the 2D Ising model. However, KTb(WO 4 ) 2 has some peculiarities in its magnetization behaviour under a magnetic field low-temperature regime. This peculiarity especially concerns the nonlinear dependence of magnetization to an applied magnetic field which is a behaviour that cannot be described using a pure two-dimensional Ising model. KTb(WO 4 ) 2 undergoes a metamagnetic phase transition at low temperatures, and we believe that such behaviour may be related to quantum effects and high magnetic anisotropy. Therefore, KTb(WO 4 ) 2 cannot be a perfect prototype for the 2D Ising model. In this work, we present a proposal to use the anisotropic quantum Heisenberg model to describe the magnetic properties of the KTb(WO 4 ) 2 quasi-doublet. Our main objective is to describe nonlinear magnetic properties at the low-temperature regime (T < 0.5 K). To achieve our objective, we simulate the magnetic properties of the material considering the anisotropy parameter Δ values via quantum Monte Carlo (QMC) and compare the results to published experimental data. For comparison, we plot diagrams of magnetization versus field and susceptibility as a T function of temperature. Our results show close agreement with the experimental data, especially at low temperatures and for intermediate values of the magnetic anisotropy parameter. [ABSTRACT FROM AUTHOR] more...
- Published
- 2024
- Full Text
- View/download PDF
16. Superexchange and charge transfer in the nickelate superconductor La3Ni2O7 under pressure
- Author
-
Wú, Wéi, Luo, Zhihui, Yao, Dao-Xin, and Wang, Meng
- Published
- 2024
- Full Text
- View/download PDF
17. Magnetic Impurities in Superconductors: Probing Quantum Many-Body Effects of Yu-Shiba-Rusinov States
- Author
-
Akkaravarawong, Kamphol
- Subjects
Condensed matter physics ,Bosonic Integer Quantum Hall Effect ,Effective Spin Interactions ,Magnetic Impurities ,Quantum Monte Carlo ,Superconductivity ,Yu-Shiba-Rusinov states - Abstract
Magnetic impurities in a superconductor offer a promising platform for realizing topologicalsuperconductivity. The presence of both classical and quantum impurities in a superconduc-tor can induce a localized subgap state called the Yu-Shiba-Rusinov (YSR) state, which canmediate the effective interaction between magnetic impurities. In this thesis, we explore theeffective interaction between classical and quantum impurity spins. We analytically obtainthe second-order effective Hamiltonian for the classical impurity spins in the presence ofmicrowave radiation, demonstrating that the effective Hamiltonian exhibits a long-range in-teraction. Additionally, we propose an experimental implementation that enables the controland readout of the impurity spin state ensemble embedded on a Josephson junction fromthe junction’s integrated conductivity. Extending on the previous result, we also study theeffective interaction between quantum impurity spins using a well-controlled perturbationtheory. We discover that at the third-order correction, the transverse magnetic field andthe quantum spin fluctuation can induce a scalar chirality interaction, which is absent forclassical spins. To this end, we investigate the effect of the scalar chirality interaction on thequantum impurity spin order on a two-dimensional lattice using large-scale Density MatrixRenormalization Group (DMRG) calculations. Finally, we study the effects of impuritiesand disorder in a different context: the bosonic quantum Hall effect. Using quantum MonteCarlo, we uncover a disorder-induced compressible bosonic integer quantum Hall state andcharacterize its properties. more...
- Published
- 2024
18. Backflow Transformation for A=3 Nuclei with Artificial Neural Networks
- Author
-
YANG Yilong, ZHAO Pengwei
- Subjects
nuclear many-body problem ,quantum monte carlo ,artificial neural network ,Nuclear engineering. Atomic power ,TK9001-9401 ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
A novel variational wave function defined as a Jastrow factor multiplying a backflow transformed Slater determinant was developed for A=3 nuclei. The Jastrow factor and backflow transformation were represented by artificial neural networks. With this newly developed wave function, variational Monte Carlo calculations were carried out for 3H and 3He nuclei starting from a nuclear Hamiltonian based on the leading-order pionless effective field theory. The obtained ground-state energy and charge radii were successfully benchmarked against the results of the highly-accurate hyperspherical-harmonics method. The backflow transformation plays a crucial role in improving the nodal surface of the Slater determinant and, thus, providing accurate ground-state energy more...
- Published
- 2023
- Full Text
- View/download PDF
19. First principles and machine learning methods in molecules, fluids, and solids
- Author
-
Liu, Yu Yang Fredrik and Conduit, Gareth
- Subjects
first principles ,quantum Monte Carlo ,Density Functional Theory ,Machine learning ,condensed matter physics ,phonon ,exchange bias ,force constant matrix ,stem cell efficacy - Abstract
Condensed matter physics spans molecules, fluids, and solids. Mathematical models have been developed to simulate physical systems, but exact solutions are special leaving the many-body Schr\"odinger equation analytically intractable. Therefore, approximations have to be constructed to make those difficult-to-solve problems tractable. This thesis adapts different levels of approximation, developing an exact formalism for a quantum operator, investigating the origins of intriguing phenomena in solids using first principle methods, and heuristic data-driven machine learning to guide biomedical developments. The quantum Monte Carlo method is used to study molecules where the formalism for force constants matrix is created for the first time using variational and diffusion Monte Carlo, which are the most accurate technique in electronic structure calculation but more resource demanding. We make the atomic relaxation and vibrational frequency calculation possible via the direct approach. The performance has been tested on a diverse set of case studies, with varying symmetries and mass distributions, and shows the established formalism outperforms leading computational methods over an order of magnitude in terms of the accuracy of vibrational frequency relative to experiment. This opens the way for self-contained quantum Monte Carlo simulations from relaxing atomic positions to calculating vibrational frequencies without being limited to the accuracy from density functional theory for structure relaxation. Density functional theory is applied to investigate the large and complex solids of perovskites and heterostructures efficiently. We explore the origins of Raman modes for transient photophysics in layered $2$D perovskites and discover the twisting of organic cations could influence the excitons in the inorganic layer. Understanding the coherent interplay of excitons, spins, and phonons facilitates the design of efficient light emission devices and solar cells. Inspired by an unexpected exchange bias effect in topological insulator superlattices, we introduce magnetic models to investigate the doping effect and predict the interfacial coupling between dopants induces exchange bias. We provide a new pathway for achieving the high-temperature quantum anomalous Hall effect in exchange bias stabilised magnetic systems by interface engineering. Finally, we show machine learning can deliver new insights for systems lacking theoretical models, and where data collection is expensive and difficult. We design a neural network model capable of handling missing data and estimating prediction uncertainties. We apply it to study the efficacy of biomedical stem cell fluids for cartilage repair and identify critical properties, optimal dose, and predicted therapeutic outcomes for personalised therapy. We provide references for scientists and clinicians to design better therapy strategies, and the technology can be adapted for addressing research problems across different subjects. more...
- Published
- 2020
- Full Text
- View/download PDF
20. Stochastic approaches to coupled cluster theory
- Author
-
Scott, Charles Jeffrey Cargill and Thom, Alex
- Subjects
541 ,Electronic Stucture ,Theoretical Chemistry ,Quantum Monte Carlo ,Coupled Cluster - Abstract
This thesis is concerned with the development and extension of various new approaches to solving the Coupled Cluster (CC) equations through Monte Carlo (MC) integration. Firstly, exact importance sampling of the CC wavefunction to arbitrary order is defined and applied as a modification to the extant unlinked Coupled Cluster Monte Carlo (CCMC) method. This is shown to be vital for the stability of the method while reducing both computational and memory costs on test calculations. Stochastic approaches utilising the diagrammatic formalism of deterministic CC theory in its unfactorised and totally factorised forms are then developed. These are found to show reduced computational costs compared to prior approaches. It is demonstrated that sampling only the connected components of the similarity-transformed Hamiltonian obtains a solution with memory cost proportional to system size for perfectly local systems and a fixed granularity of representation. For a fixed errorbar per replica calculation costs scale as quartic and linear in the number of replicas for the unfactorised and factorised approaches, respectively. This behaviour is independent of truncation level, and shown to translate into approximately local physical systems. The presence of various systematic biases resulting from wavefunction nonlinearity within these approaches is then investigated. All metrics introduced are found to be negligible compared to the accuracy required for chemical applications in an example system, and possible reasons for this suggested. By considering developments of Full Configuration Interaction Quantum Monte Carlo (FCIQMC) extensions of the totally factorised approach are formulated based upon the semistochastic and initiator approximations, and are shown to provide reduced computational and memory costs. Finally, these new approaches are combined with probabilistic considerations to allow exact solutions to the CC equations to be obtained while only considering approximate update steps. more...
- Published
- 2020
- Full Text
- View/download PDF
21. Resummation-based quantum Monte Carlo vis-à-vis sign-problematic S=12 Heisenberg models on canonical geometrically frustrated lattices.
- Author
-
Desai, Nisheeta and Pujari, Sumiran
- Subjects
- *
HEISENBERG model , *ERGODIC theory , *SUPERCONDUCTING magnets , *MAGNETS - Abstract
We show here that a direct application of resummation-based quantum Monte Carlo (QMC) — implemented recently for sign-problem-free SU(2)-symmetric spin Hamiltonians in the stochastic series expansion (SSE) framework — does not reduce the sign problem for frustrated SU(2)-symmetric S = 1 2 Heisenberg antiferromagnets on canonical geometrically frustrated lattices composed of triangular motifs such as the triangular lattice. In the process, we demonstrate that resummation-based updates do provide an ergodic sampling of the SSE-based QMC configurations which can be an issue when using the standard SSE updates, however, severely limited by the sign problem as previously mentioned. The notions laid out in these notes may be useful in the design of better algorithms for geometrically frustrated magnets. [ABSTRACT FROM AUTHOR] more...
- Published
- 2023
- Full Text
- View/download PDF
22. Local Entanglement of Electrons in 1D Hydrogen Molecule.
- Author
-
Christov, Ivan P.
- Subjects
- *
QUANTUM entropy , *QUANTUM entanglement , *ELECTRONS , *HYDROGEN , *CONFIGURATION space , *ENTROPY - Abstract
The quantum entanglement entropy of the electrons in a one-dimensional hydrogen molecule is quantified locally using an appropriate partitioning of the two-dimensional configuration space. Both the global and the local entanglement entropy exhibit a monotonic increase when increasing the inter-nuclear distance, while the local entropy remains peaked in the middle between the nuclei with its width decreasing. Our findings show that at the inter-nuclear distance where a stable hydrogen molecule is formed, the quantum entropy shows no peculiarity thus indicating that the entropy and the energy measures display different sensitivity with respect to the interaction between the two identical electrons involved. One possible explanation is that the calculation of the quantum entropy does not account explicitly for the distance between the nuclei, which contrasts to the total energy calculation where the energy minimum depends decisively on that distance. The numerically exact and the time-dependent quantum Monte Carlo calculations show close results. [ABSTRACT FROM AUTHOR] more...
- Published
- 2023
- Full Text
- View/download PDF
23. A promising intersection of excited‐state‐specific methods from quantum chemistry and quantum Monte Carlo.
- Author
-
Otis, Leon and Neuscamman, Eric
- Subjects
QUANTUM chemistry ,SELF-consistent field theory ,EXCITED states ,EQUATIONS of motion ,PERTURBATION theory ,ELECTRON configuration ,CHARGE transfer - Abstract
We present a discussion of recent progress in excited‐state‐specific quantum chemistry and quantum Monte Carlo alongside a demonstration of how a combination of methods from these two fields can offer reliably accurate excited state predictions across singly excited, doubly excited, and charge transfer states. Both of these fields have seen important advances supporting excited state simulation in recent years, including the introduction of more effective excited‐state‐specific optimization methods, improved handling of complicated wave function forms, and ways of explicitly balancing the quality of wave functions for ground and excited states. To emphasize the promise that exists at this intersection, we provide demonstrations using a combination of excited‐state‐specific complete active space self‐consistent field theory, selected configuration interaction, and state‐specific variance minimization. These demonstrations show that combining excited‐state‐specific quantum chemistry and variational Monte Carlo can be more reliably accurate than either equation of motion coupled cluster theory or multi‐reference perturbation theory, and that it can offer new clarity in cases where existing high‐level methods do not agree. This article is categorized under:Electronic Structure Theory > Ab Initio Electronic Structure MethodsSoftware > Quantum Chemistry [ABSTRACT FROM AUTHOR] more...
- Published
- 2023
- Full Text
- View/download PDF
24. Dynamic properties and the roton mode attenuation in liquid 3He: ab initio study within the self-consistent method of moments.
- Author
-
Filinov, A. V., Ara, J., and Tkachenko, I. M.
- Subjects
- *
MOMENTS method (Statistics) , *UNCERTAINTY (Information theory) , *MAXIMUM entropy method , *MONTE Carlo method , *QUANTUM fluids , *ENTROPY , *TRP channels - Abstract
The dynamic structure factor and the eigenmodes of density fluctuations in liquid 3He are studied using a novel non-perturbative approach. This new version of the self-consistent method of moments invokes up to nine sum rules and other exact relations, the two-parameter Shannon information entropy maximization procedure, and the ab initio path integral Monte Carlo simulations which provide necessary reliable input information on the system static properties. Detailed analysis is performed of the collective excitations dispersion relations, the modes' decrements and the static structure factor of 3He at the saturated vapour pressure. The results are compared to available experimental data by Albergamo et al. (Albergamo et al. 2007 Phys. Rev. Lett.99, 205301. (doi:10.1103/PhysRevLett.99.205301)) and Fåk et al. (Fåk et al. 1994 J. Low Temp. Phys.97, 445–487. (doi:10.1007/BF00754303)). The theory reveals a clear signature of the roton-like feature in the particle-hole segment of the excitation spectrum with a significant reduction of the roton decrement in the wavenumber range 1.3 Å−1≤q≤2.2 Å−1. The observed roton mode remains a well-defined collective mode even in the particle-hole band, where it is strongly damped. The existence of the roton-like mode in the bulk liquid 3He is confirmed like in other quantum fluids. The phonon branch of the spectrum is in a reasonable agreement with the same experimental data. This article is part of the theme issue 'Dynamic and transient processes in warm dense matter'. [ABSTRACT FROM AUTHOR] more...
- Published
- 2023
- Full Text
- View/download PDF
25. Lepton–Nucleus Interactions within Microscopic Approaches.
- Author
-
Lovato, Alessandro, Nikolakopoulos, Alexis, Rocco, Noemi, and Steinberg, Noah
- Subjects
- *
GREEN'S functions , *NEUTRINO oscillation , *NEUTRINOS , *NEUTRINO scattering , *ELECTRON accelerators , *ELECTRON scattering , *KINEMATICS - Abstract
This review paper emphasizes the significance of microscopic calculations with quantified theoretical error estimates in studying lepton–nucleus interactions and their implications for electron scattering and accelerator neutrino oscillation measurements. We investigate two approaches: Green's Function Monte Carlo and the extended factorization scheme, utilizing realistic nuclear target spectral functions. In our study, we include relativistic effects in Green's Function Monte Carlo and validate the inclusive electron scattering cross section on carbon using available data. We compare the flux-folded cross sections for neutrino-carbon scattering with T2K and MINER ν A experiments, noting the substantial impact of relativistic effects in reducing the theoretical curve strength when compared to MINER ν A data. Additionally, we demonstrate that quantum Monte Carlo-based spectral functions accurately reproduce the quasi-elastic region in electron scattering data and T2K flux-folded cross sections. By comparing results from Green's Function Monte Carlo and the spectral function approach, which share a similar initial target state description, we quantify errors associated with approximations in the factorization scheme and the relativistic treatment of kinematics in Green's Function Monte Carlo. [ABSTRACT FROM AUTHOR] more...
- Published
- 2023
- Full Text
- View/download PDF
26. The Solid Phase of 4 He: A Monte Carlo Simulation Study.
- Author
-
Boninsegni, Massimo
- Subjects
- *
THERMODYNAMICS , *QUANTUM statistics , *MOMENTUM distributions , *LOW temperatures , *SOLIDS , *ESTIMATES - Abstract
The thermodynamics of solid (hcp) 4 He is studied theoretically by means of unbiased Monte Carlo simulations at finite temperature, in a wide range of density. This study complements and extends previous theoretical work, mainly by obtaining results at significantly lower temperatures (down to 60 mK) and for systems of greater size, by including in full the effect of quantum statistics, and by comparing estimates yielded by different pair potentials. All the main thermodynamic properties of the crystal, e.g., the kinetic energy per atom, are predicted to be essentially independent of temperature below ∼ 1 K. Quantum-mechanical exchanges are virtually non-existent in this system, even at the lowest temperature considered. However, effects of quantum statistics are detectable in the momentum distribution. Comparison with available measurements shows general agreement within the experimental uncertainties. [ABSTRACT FROM AUTHOR] more...
- Published
- 2023
- Full Text
- View/download PDF
27. Neutral band gap of carbon by quantum Monte Carlo methods.
- Author
-
Gorelov, V., Yang, Y., Ruggeri, M., Ceperley, D. M., Pierleoni, C., and Holzmann, M.
- Subjects
- *
BAND gaps , *CARBON nanofibers , *QUANTUM Monte Carlo method - Abstract
We present a method of calculating the energy gap of a charge-neutral excitation using only ground-state calculations. We report Quantum Monte Carlo calculations of Γ→ Γ and Γ → X particle-hole excitation energies in diamond carbon. We analyze the finite-size effect and find the same 1/L decay rate as that in a charged excitation, where L is the linear extension of the supercell. This slow decay is attributed to the delocalized nature of the excitation in supercells too small to accommodate excitonic binding effects. At larger system sizes, the apparent 1/L decay crosses over to a 1/L³ behavior. Estimation of the scale of exciton binding can be used to correct finite-size effects of neutral gaps. [ABSTRACT FROM AUTHOR] more...
- Published
- 2023
- Full Text
- View/download PDF
28. High-Performance Computing in Solving the Electron Correlation Problem
- Author
-
Danshin, Artem, Kovalishin, Alexey, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Voevodin, Vladimir, editor, Sobolev, Sergey, editor, Yakobovskiy, Mikhail, editor, and Shagaliev, Rashit, editor more...
- Published
- 2022
- Full Text
- View/download PDF
29. Machine-Learning Accelerated Studies of Materials with High Performance and Edge Computing
- Author
-
Li, Ying Wai, Doak, Peter W., Balduzzi, Giovanni, Elwasif, Wael, D’Azevedo, Ed F., Maier, Thomas A., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Nichols, Jeffrey, editor, Maccabe, Arthur ‘Barney’, editor, Nutaro, James, editor, Pophale, Swaroop, editor, Devineni, Pravallika, editor, Ahearn, Theresa, editor, and Verastegui, Becky, editor more...
- Published
- 2022
- Full Text
- View/download PDF
30. Comprehensive and Empirical Evaluation of Classical Annealing and Simulated Quantum Annealing in Approximation of Global Optima for Discrete Optimization Problems
- Author
-
Srinivasan, Madhan Kumar, Gajula, Kishore Kumar, Howlett, Robert J., Series Editor, Jain, Lakhmi C., Series Editor, Senjyu, Tomonobu, editor, Mahalle, Parikshit N., editor, Perumal, Thinagaran, editor, and Joshi, Amit, editor more...
- Published
- 2022
- Full Text
- View/download PDF
31. Autonomous Probabilistic Coprocessing With Petaflips per Second
- Author
-
Sutton, Brian, Faria, Rafatul, Ghantasala, Lakshmi Anirudh, Jaiswal, Risi, Camsari, Kerem Yunus, and Datta, Supriyo
- Subjects
Information and Computing Sciences ,Machine Learning ,Neurons ,Clocks ,Hardware ,Probabilistic logic ,Stochastic processes ,Synapses ,Biological neural networks ,Boltzmann machines ,Ising machines ,neural network hardware ,combinatorial optimization ,quantum Monte Carlo ,cs.ET ,cond-mat.dis-nn ,cond-mat.mes-hall ,Engineering ,Technology ,Information and computing sciences - Abstract
In this article we present a concrete design for a probabilistic (p-) computer based on a network of p-bits, robust classical entities fluctuating between -1 and +1, with probabilities that are controlled through an input constructed from the outputs of other p-bits. The architecture of this probabilistic computer is similar to a stochastic neural network with the p-bit playing the role of a binary stochastic neuron, but with one key difference: there is no sequencer used to enforce an ordering of p-bit updates, as is typically required. Instead, we explore sequencerless designs where all p-bits are allowed to flip autonomously and demonstrate that such designs can allow ultrafast operation unconstrained by available clock speeds without compromising the solution's fidelity. Based on experimental results from a hardware benchmark of the autonomous design and benchmarked device models, we project that a nanomagnetic implementation can scale to achieve petaflips per second with millions of neurons. A key contribution of this article is the focus on a hardware metric - flips per second - as a problem and substrate-independent figure-of-merit for an emerging class of hardware annealers known as Ising Machines. Much like the shrinking feature sizes of transistors that have continually driven Moore's Law, we believe that flips per second can be continually improved in later technology generations of a wide class of probabilistic, domain specific hardware. more...
- Published
- 2020
32. Autonomous probabilistic coprocessing with petaflips per second
- Author
-
Sutton, B, Faria, R, Ghantasala, LA, Jaiswal, R, Camsari, KY, and Datta, S
- Subjects
Neurons ,Clocks ,Hardware ,Probabilistic logic ,Stochastic processes ,Synapses ,Biological neural networks ,Boltzmann machines ,Ising machines ,neural network hardware ,combinatorial optimization ,quantum Monte Carlo ,cs.ET ,cond-mat.dis-nn ,cond-mat.mes-hall ,Information and Computing Sciences ,Engineering ,Technology - Abstract
In this article we present a concrete design for a probabilistic (p-) computer based on a network of p-bits, robust classical entities fluctuating between -1 and +1, with probabilities that are controlled through an input constructed from the outputs of other p-bits. The architecture of this probabilistic computer is similar to a stochastic neural network with the p-bit playing the role of a binary stochastic neuron, but with one key difference: there is no sequencer used to enforce an ordering of p-bit updates, as is typically required. Instead, we explore sequencerless designs where all p-bits are allowed to flip autonomously and demonstrate that such designs can allow ultrafast operation unconstrained by available clock speeds without compromising the solution's fidelity. Based on experimental results from a hardware benchmark of the autonomous design and benchmarked device models, we project that a nanomagnetic implementation can scale to achieve petaflips per second with millions of neurons. A key contribution of this article is the focus on a hardware metric - flips per second - as a problem and substrate-independent figure-of-merit for an emerging class of hardware annealers known as Ising Machines. Much like the shrinking feature sizes of transistors that have continually driven Moore's Law, we believe that flips per second can be continually improved in later technology generations of a wide class of probabilistic, domain specific hardware. more...
- Published
- 2020
33. Quadriexciton Binding Energy in Electron–Hole Bilayers.
- Author
-
Malosso, Cesare, Senatore, Gaetano, and De Palo, Stefania
- Subjects
BINDING energy ,CARRIER density ,BILAYER lipid membranes ,SUPERFLUIDITY ,EXCITON theory ,SIMULATION methods & models - Abstract
Excitonic condensation and superfluidity have recently received a renewed attention, due to the fabrication of bilayer systems in which electrons and holes are spatially separated and form stable pairs known as indirect excitons. Dichalcogenides- and graphene-based bilayers are nowadays built and investigated, giving access to systems with (i) only spin degeneracy and (ii) spin and valley degeneracy. Simulation studies performed in the last decades at T = 0 for simple, model electron–hole bilayers, as function of the interlayer distance and in-layer carrier density, have revealed in case (i) the formation of biexcitons in a tiny region of the parameter space and in case (ii) the formation of stable compounds made of four electrons and four holes (quadriexcitons) in a sizable region of the parameter space. Of some interest is the relation of the properties of isolated biexcitons (quadriexcitons) and those of their finite-density counterpart. In fact, the isolated biexciton has been repeatedly studied in the last years with simulations and other techniques. No simulations, instead, are available to our knowledge for the isolated quadriexciton, for which we present here results of the first quantum Monte Carlo (QMC) study. Stability with respect to the dissociation into biexcitons and the pair correlations while varying the interlayer distance d are discussed. [ABSTRACT FROM AUTHOR] more...
- Published
- 2023
- Full Text
- View/download PDF
34. Off-diagonal long-range order in arrays of dipolar droplets
- Author
-
R Bombín, F Mazzanti, and J Boronat
- Subjects
dipolar gases ,quantum Monte Carlo ,off diagonal long-range order ,superfluidity ,Science ,Physics ,QC1-999 - Abstract
We report quantum Monte Carlo results of harmonically confined quantum Bose dipoles within a range of interactions covering the evolution from a gas phase to the formation of an array of droplets. Scaling the experimental setup to a computationally accessible domain we characterize that evolution in qualitative agreement with experiments. Our microscopic approach generates ground-state results free from approximations, albeit with some controlled statistical noise. The simultaneous estimation of the static structure factor and the one-body density matrix allows for a better knowledge of the quantum coherence between droplets. Our results show a narrow window of interaction strengths where diagonal and off-diagonal long-range order can coexist. This domain, which is the key signal of a supersolid state, is reduced with respect to the one predicted by the extended Gross–Pitaevskii equation. Differences are probably due to an increase of attraction in our model, observed previously in the calculation of critical atom numbers for single dipolar drops. more...
- Published
- 2024
- Full Text
- View/download PDF
35. QMCPACK: an open source ab initio quantum Monte Carlo package for the electronic structure of atoms, molecules and solids
- Author
-
Kim, Jeongnim, Baczewski, Andrew D, Beaudet, Todd D, Benali, Anouar, Bennett, M Chandler, Berrill, Mark A, Blunt, Nick S, Borda, Edgar Josu Landinez, Casula, Michele, Ceperley, David M, Chiesa, Simone, Clark, Bryan K, Clay, Raymond C, Delaney, Kris T, Dewing, Mark, Esler, Kenneth P, Hao, Hongxia, Heinonen, Olle, Kent, Paul RC, Krogel, Jaron T, Kylnp, Ilkka, Li, Ying Wai, Lopez, M Graham, Luo, Ye, Malone, Fionn D, Martin, Richard M, Mathuriya, Amrita, McMinis, Jeremy, Melton, Cody A, Mitas, Lubos, Morales, Miguel A, Neuscamman, Eric, Parker, William D, Flores, Sergio D Pineda, Romero, Nichols A, Rubenstein, Brenda M, Shea, Jacqueline AR, Shin, Hyeondeok, Shulenburger, Luke, Tillack, Andreas F, Townsend, Joshua P, Tubman, Norm M, Van Der Goetz, Brett, Vincent, Jordan E, Yang, D ChangMo, Yang, Yubo, Zhang, Shuai, and Zhao, Luning more...
- Subjects
Atomic ,Molecular and Optical Physics ,Physical Sciences ,Networking and Information Technology R&D (NITRD) ,quantum Monte Carlo ,electronic structure ,quantum chemistry ,physics.comp-ph ,physics.chem-ph ,Condensed Matter Physics ,Materials Engineering ,Nanotechnology ,Fluids & Plasmas ,Materials engineering ,Condensed matter physics - Abstract
QMCPACK is an open source quantum Monte Carlo package for ab initio electronic structure calculations. It supports calculations of metallic and insulating solids, molecules, atoms, and some model Hamiltonians. Implemented real space quantum Monte Carlo algorithms include variational, diffusion, and reptation Monte Carlo. QMCPACK uses Slater-Jastrow type trial wavefunctions in conjunction with a sophisticated optimizer capable of optimizing tens of thousands of parameters. The orbital space auxiliary-field quantum Monte Carlo method is also implemented, enabling cross validation between different highly accurate methods. The code is specifically optimized for calculations with large numbers of electrons on the latest high performance computing architectures, including multicore central processing unit and graphical processing unit systems. We detail the program's capabilities, outline its structure, and give examples of its use in current research calculations. The package is available at http://qmcpack.org. more...
- Published
- 2018
36. Second-Neighbor Hopping Effects in the Two-Dimensional Attractive Hubbard Model.
- Author
-
Fontenele, Rodrigo Alves, Vasconcelos, Nathan, Costa, Natanael Carvalho, Paiva, Thereza, and dos Santos, Raimundo Rocha
- Subjects
HUBBARD model ,MONTE Carlo method ,CRITICAL temperature ,SUPERCONDUCTIVITY - Abstract
The emergence of superconductivity (SC) in lattice models, such as the attractive Hubbard one, has renewed interest since the realization of cold-atom experiments. However, reducing the temperature in these experiments is a bottleneck; therefore, investigating how to increase the energy scale for SC is crucial to cold atoms. In view of this, we examine the effects of next-nearest-neighbor hoppings ( t ′ ) on the pairing properties of the attractive Hubbard model in a square lattice. To this end, we analyze the model through unbiased Quantum Monte Carlo simulations for fixed density n = 0.87 , and perform finite-size scaling analysis to the thermodynamic limit. As our main result, we notice that the existence of further hopping channels leads to an enhancement of the pairing correlations, which, in turn, increases the ground-state order parameter Δ. Finally, at finite temperatures, for t ′ / t ≠ 0 , this enhancement of pairing correlations leads to an increase in the critical temperature T c . That is, the fine-tuning of second-neighbor hoppings increases the energy scales for SC, and may be a route by which cold-atom experiments can achieve such a phase and to help us further understand the nature of this phenomenon. [ABSTRACT FROM AUTHOR] more...
- Published
- 2023
- Full Text
- View/download PDF
37. A simple approximate solution for the H3+ ion.
- Author
-
Pérez Paz, Alejandro
- Subjects
- *
MONTE Carlo method , *GAUSSIAN function , *IONS , *CHEMICAL bond lengths - Abstract
Here I derive analytical expressions for the total energy of the H3+ cation in its equilateral and linear geometries. The theoretical model consists of a simple variational trial wavefunction made of the sum of three 1S Gaussian functions, each centered on each nucleus. Detailed derivations are presented and the advantages and limitations of this simple model are discussed. The correctness of the results was verified independently via Monte Carlo integration. This simple model correctly predicts and rationalizes the preference of H3+ for the equilateral geometry rather than the linear configuration. Despite its simplicity, the calculated HH bond length (R = 0.9088 Å) and breathing vibrational frequency (ν1 = 3276.59 cm−1) for equilateral H3+ ion are in good agreement with high‐level ab initio methods and the experiment, respectively. [ABSTRACT FROM AUTHOR] more...
- Published
- 2023
- Full Text
- View/download PDF
38. Adhesion and Reconstruction of Graphene/Hexagonal Boron Nitride Heterostructures: A Quantum Monte Carlo Study.
- Author
-
Szyniszewski M, Mostaani E, Knothe A, Enaldiev V, Ferrari AC, Fal'ko VI, and Drummond ND
- Abstract
We investigate interlayer adhesion and relaxation at interfaces between graphene and hexagonal boron nitride (hBN) monolayers in van der Waals heterostructures. The adhesion potential between graphene and hBN is calculated as a function of local lattice offset using diffusion quantum Monte Carlo methods, which provide an accurate treatment of van der Waals interactions. Combining the adhesion potential with elasticity theory, we determined the relaxed structures of graphene and hBN layers at interfaces, finding no metastable structures. The adhesion potential is well described by simple Lennard-Jones pair potentials that we parametrize using our quantum Monte Carlo data. Encapsulation of graphene between near-aligned crystals of hBN gives rise to a moiré pattern whose period is determined by the misalignment angle between the hBN crystals superimposed over the moiré superlattice previously studied in graphene on an hBN substrate. We model minibands in such supermoiré superlattices and find them to be sensitive to the 180° rotation of one of the encapsulating hBN crystals. We find that monolayer and bilayer graphene placed on a bulk hBN substrate and bulk hBN/graphene/bulk hBN systems do not relax to adopt a common lattice constant. The energetic balance is much closer for free-standing monolayer graphene/hBN bilayers and hBN/graphene/hBN trilayers. The layers in an alternating stack of graphene and hBN are predicted to strain to adopt a common lattice constant, and hence, we obtain a stable three-dimensional crystal with a distinct electronic structure. more...
- Published
- 2025
- Full Text
- View/download PDF
39. Probability Density Analysis Reveals Substantial Differences Between the Dinitrogen and Acetylene Triple Bonds.
- Author
-
Heinz MV, Gorgas E, Maser N, and Lüchow A
- Abstract
In earlier publications, it was shown that the electron positions maximizing the probability density Ψ 2 $$ {\left|\Psi \right|}^2 $$ resemble the Lewis structures for most small molecules. While this holds for the triple bond in acetylene, this is not the case for the triple bond in dinitrogen. Because of recent advances in studying the topology of wave functions, this peculiar case is revisited. In this work, the dinitrogen wave function is analyzed and compared to that of acetylene. Significant differences of the electron positions maximizing Ψ 2 $$ {\left|\Psi \right|}^2 $$ are uncovered and explained by the presence of hydrogen atoms in acetylene and by electron arrangements resulting from calculations of the nitrogen and carbon atoms. Moreover, insights into the electron delocalization of both molecules are gained by investigating electron exchange paths. Considering the different chemical behaviors of dinitrogen and acetylene, these differences should be expected., (© 2025 The Author(s). Journal of Computational Chemistry published by Wiley Periodicals LLC.) more...
- Published
- 2025
- Full Text
- View/download PDF
40. Interacting Fermi gases
- Author
-
Whitehead, Thomas Michael and Conduit, Gareth
- Subjects
530.4 ,Fermi gas ,Condensed matter physics ,Quantum physics ,Ultracold atomic gas ,Quantum Monte Carlo ,Superconductivity ,Spin-imbalanced Fermi gas - Abstract
Interacting Fermi gases are one of the chief paradigms of condensed matter physics. They have been studied since the beginning of the development of quantum mechanics, but continue to produce surprises today. Recent experimental developments in the field of ultracold atomic gases, as well as conventional solid state materials, have produced new and exotic forms of Fermi gases, the theoretical understanding of which is still in its infancy. This Thesis aims to provide updated tools and additional insights into some of these systems, through the application of both numerical and analytical techniques. The first Part of this Thesis is concerned with the development of improved numerical tools for the study of interacting Fermi gases. These tools take the form of accurate model potentials for the dipolar and contact interactions, as found in various ultracold atomic gas experiments, and a new form of Jastrow correlation factor that interpolates between the radial symmetry of the inter-electron Coulomb potential at short inter-particle distances, and the symmetry of the numerical simulation cell at large separation. These methods are designed primarily for use in quantum Monte Carlo numerical calculations, and provide high accuracy along with considerable acceleration of simulations. The second Part shifts focus to an analytical analysis of spin-imbalanced Fermi gases with an attractive contact interaction. The spin-imbalanced Fermi gas is shown to be unstable to the formation of multi-particle instabilities, generalisations of a Cooper pair containing more than two fermions, and then a theory of superconductivity is built from these instabilities. This multi-particle superconductivity is shown to be energetically favourable over conventional superconducting phases in spin-imbalanced Fermi gases, and its unusual experimental consequences are discussed. more...
- Published
- 2018
- Full Text
- View/download PDF
41. The numerical value for a universal quantity of a two-dimensional dimerized quantum antiferromagnet
- Author
-
Fu-Jiun Jiang
- Subjects
Quantum Monte Carlo ,Quantum critical regime ,Uniform susceptibility ,Spin-wave velocity ,Physics ,QC1-999 - Abstract
The numerical value of a universal quantity associated with the quantum critical regime, namely χuc2/T, for a two-dimensional (2D) dimerized spin-1/2 antiferromagnet is calculated using the quantum Monte Carlo simulations (QMC). Here χu, c, and T are the uniform susceptibility, the spin-wave velocity, and the temperature, respectively. By simulating large lattices at moderately low temperatures, we find χuc2/T∼0.32. Our estimation of χuc2/T deviates from the related analytic prediction but agrees with recent numerical calculations of other 2D dimerized spin-1/2 antiferromagnets. more...
- Published
- 2023
- Full Text
- View/download PDF
42. Superfluid transition of the second layer of 4He on graphite: Does substrate corrugation matter?
- Author
-
Massimo Boninsegni and Saverio Moroni
- Subjects
Superfluidity ,Quantum Monte Carlo ,Helium films ,Kosterlitz–Thouless transition ,Supersolid ,Physics ,QC1-999 - Abstract
The second layer of 4He adsorbed on a graphite substrate is studied by Quantum Monte Carlo simulations. We make use of a microscopic model of the substrate fully accounting for its corrugation, and compare the results to those obtained with a smooth substrate. The only effect of corrugation is a ∼20% reduction of the value of the superfluid fraction of the top layer, in the limit of zero temperature. No evidence of any commensurate (7/12) crystalline and/or “supersolid” phase is found; the superfluid transition temperature is estimated to be ∼0.75 K. We discuss the implication of these findings on the interpretation of recent experiments. more...
- Published
- 2023
- Full Text
- View/download PDF
43. Quantum Monte Carlo Calculations of Scattering
- Author
-
Flores, Abraham R.
- Subjects
Nuclear physics and radiation ,ab initio ,Nuclear ,Quantum Monte Carlo ,Scattering - Abstract
A paramount goal in nuclear physics is to unify ab-initio treatments of bound and unboundstates. The position-space quantum Monte Carlo (QMC) methods have a long history ofsuccessful bound-state calculations in light systems but have seen minimal implementationin unbound systems. Here I introduce a numerical method to improve the efficiency andaccuracy of unbound-state calculations in QMC, implement it numerically in the definitivecomputer codes for these methods, and test it out in nuclear systems small enough for quickturnaround but large enough to have interesting dynamics. The method involves inferringlong-range amplitudes in the wave function from integrals over the small region where all theparticles interact. This approach using integral relations is well established in the literature;here, I develop it for the QMC framework in both variational Monte Carlo (VMC) andGreen’s function Monte Carlo (GFMC) calculations. The integral method produces moreaccurate scattering observables in neutron-3H scattering for VMC wave functions than directevaluation from the same variational wave function. Applying the integral method in Green’sfunction Monte Carlo reproduces existing results in neutron-alpha scattering, clearing theway for its use in coupled-channels problems. Establishing these methods reduces the amountof human effort needed for a specified level of precision. It clears the way for GFMC-accuratecalculations of coupled-channels scattering, including reactions, in nuclear mass ranges thatmay be permanently beyond the range of the other few-body methods. more...
- Published
- 2023
44. Quantum Monte Carlo Simulation of Electron-Phonon Models and Computational Studies of Quantum Spin Systems
- Author
-
Bradley, Owen
- Subjects
Physics ,Condensed matter physics ,Computational physics ,Electron-Phonon Models ,Quantum Monte Carlo ,Quantum Spin Systems - Abstract
We explore the emergence of a variety of quantum phases of matter by performing computational studies of several model Hamiltonians. We begin by introducing the Holstein Hamiltonian which describes the electron-phonon interaction on a lattice, and present Determinant Quantum Monte Carlo (DQMC) simulations which reveal the subtle interplay between superconductivity and charge density wave order, focusing on the doped square lattice. We perform a finite-size scaling analysis of pair susceptibility data to accurately determine critical transition temperatures in this model. A recently developed Hybrid Monte Carlo (HMC) algorithm is used to explore charge ordering on the kagome lattice, where we discover a long-ranged charge ordered phase. We then discuss integer-spin Kitaev honeycomb models, and present numerical studies of their thermodynamic behavior. We illustrate the sensitivity of the quantum spin liquid phase to single-ion anisotropy, and discuss the rich variety of thermodynamic behavior in these models. The disordered Ising antiferromagnet on the triangular lattice is also analyzed using transfer matrix calculations and classical MonteCarlo techniques. Our focus here is on the robustness of residual entropy plateaus to disorder and other perturbations, and discuss the relevance of these results to experimental systems. Finally, we present a study of the triangular lattice Hubbard model in a magnetic field, focusing on large U/t at temperatures beyond the exchange parameter J = 4t^2/U. Motivated by recent experiments on triangular lattice compound LCSO, we compare our numerical results for magnetization andentropy to experimental data. more...
- Published
- 2023
45. The Momentum Distribution of Liquid ⁴He
- Author
-
Boninsegni, M. [Univ. of Alberta, Edmonton, AB (Canada)]
- Published
- 2017
- Full Text
- View/download PDF
46. Application of quantum Monte Carlo methods to homogeneous electron and electron-hole systems
- Author
-
Spink, Graham George and Needs, Richard
- Subjects
530.12 ,Quantum Monte Carlo ,Homoegeneous electron gas ,Jellium ,Uniform electron gas ,Trion ,Exciton ,Electronic structure ,Quantum well - Abstract
The properties of the macroscopic world around us, and of which we are a part, are largely determined by the low energy, collective behaviour of many interacting particles, including the nuclei and, especially, the electrons present. Although the fundamental laws governing the behaviour of these many-body systems are believed to be known in principle, the practical solution of the equations of quantum mechanics remains a challenging area of research. This thesis is concerned with the application of quantum Monte Carlo methods to two model systems: the spin-polarised homogeneous electron gas, and a hole-doped electron gas. Electronic structure theory is briefly reviewed before discussing in more detail the quantum Monte Carlo methods used in this thesis. A study of the three-dimensional spin-polarised homogeneous electron gas (HEG) is then reported, where the relatively new technique of twist averaging is investigated in detail and accurate energies and pair correlation functions are obtained over densities $r_s = 0.5 – 20$ a.u. and the full range of spin-polarisation, allowing comparison with the Perdew-Zunger interpolation scheme used in local spin density approximation exchange-correlation functionals. Following this, an impurity is added to the electron gas in the form of a positively charged hole, and the interaction is studied. Relaxation energies, pair correlation functions and momentum densities are reported. Trion formation is observed over a range of carrier densities and electron-hole mass ratios in agreement with experiment. Isolated trions are also studied, where the diffusion Monte Carlo method is exact. Methodological innovations developed while carrying out this work are discussed, including a variance reduction technique for twist-averaged calculations and a new trial wave function for impurity-in-HEG calculations. more...
- Published
- 2017
- Full Text
- View/download PDF
47. Superfluidity of Helium-4 Films on Graphene Substrate
- Author
-
Yu, Sam
- Subjects
- Condensed matter physics, Helium-4, Graphene, Superfluidity, Quantum Monte Carlo, Quantum fluids and solids
- Abstract
Abstract: We study the ground state physics of a helium-4 monolayer adsorbed onto graphene substrate through means of quantum Monte Carlo simulations. At low temperatures, helium-4 is well-known to undergo a superfluid transition. In the presence of a modulating potential from corrugated substrates like graphene however, the situation is less clear. This thesis is primarily aimed at addressing existing controversy in the literature about whether a metastable superfluid state exists when the system is a commensurate C1/3 crystal. Starting from a detailed microscopic model, we conduct first principles quantum Monte Carlo simulations of the system at both finite and zero temperature. Our results indicate the absence of a superfluid signal in the ground state crystal, with no evidence of a low-lying fluid state. more...
- Published
- 2024
48. Quantum Study of Helium Clusters Doped with Electronically Excited Li, Na, K and Rb Atoms
- Author
-
Dell’Angelo, David, Maruani, Jean, Series Editor, Wilson, Stephen, Series Editor, Mammino, Liliana, editor, Ceresoli, Davide, editor, and Brändas, Erkki, editor
- Published
- 2020
- Full Text
- View/download PDF
49. Collective interlayer pairing and pair superfluidity in vertically stacked layers of dipolar excitons.
- Author
-
Zimmerman, Michal, Rapaport, Ronen, and Gazit, Snir
- Subjects
- *
SUPERFLUIDITY , *EXCITON theory , *BOUND states , *QUANTUM wells , *LOW temperatures - Abstract
Layered bosonic dipolar fluids have been suggested to host a condensate of interlayer molecular bound states. However, experimental observation has remained elusive. Motivated by two recent experimental works [C. Hubert et al., Phys. Rev. X9, 021026 (2019) and D. J. Choksy et al., Phys. Rev. B 103, 045126 (2021)], we theoretically study, using numerically exact quantum Monte Carlo calculations, the experimental signatures of collective interlayer pairing in vertically stacked indirect exciton (IX) layers. We find that IX energy shifts associated with each layer evolve nontrivially as a function of density imbalance following a nonmonotonic trend with a jump discontinuity at density balance, identified with the interlayer IX molecule gap. This behavior discriminates between the superfluidity of interlayer bound pairs and independent dipole condensation in distinct layers. Considering finite temperature and finite density imbalance conditions, we find a cascade of Berezinskii–Kosterlitz–Thouless (BKT) transitions, initially into a pair superfluid and only then, at lower temperatures, into complete superfluidity of both layers. Our results may provide a theoretical interpretation of existing experimental observations in GaAs double quantum well (DQW) bilayer structures. Furthermore, to optimize the visibility of pairing dynamics in future studies, we present an analysis suggesting realistic experimental settings in GaAs and transition metal dichalcogenide (TMD) bilayer DQW heterostructures where collective interlayer pairing and pair superfluidity can be clearly observed. [ABSTRACT FROM AUTHOR] more...
- Published
- 2022
- Full Text
- View/download PDF
50. Momentum Distribution Functions and Pair Correlation Functions of Unpolarized Uniform Electron Gas in Warm Dense Matter Regime.
- Author
-
Larkin, Alexander, Filinov, Vladimir, and Levashov, Pavel
- Subjects
- *
MOMENTUM distributions , *STATISTICAL correlation , *DISTRIBUTION (Probability theory) , *MONTE Carlo method , *QUANTUM statistics , *ELECTRON gas , *MOMENTUM transfer - Abstract
In this paper we continued our research of the uniform electron gas in a warm dense matter regime, focusing on the momentum distribution functions and pair correlation functions. We use the single–momentum path integral Monte Carlo method, based on the Wigner formulation of quantum statistics to calculate both momentum- and coordinate-depending distributions and average values of quantum operators for many-fermion Coulomb systems. We discovered that the single-particle momentum distribution function deviates from the ideal Fermi distribution and forms the so-called "quantum tails" at high momenta, if non-ideality is strong enough in both degenerate and non-degenerate cases. This effect is always followed by the appearance of the short-range order on pair correlation functions and can be explained by the tunneling through the effective potential wells surrounding the electrons. Furthermore, we calculated the average kinetic and potential energies in the wide range of states, expanding our previous results significantly. [ABSTRACT FROM AUTHOR] more...
- Published
- 2022
- Full Text
- View/download PDF
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.