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Hua R, Jiang Y, Shi L, Liang S, Zhang C, Song Y, Dong RY, Dong Y. Significant thermal rectification induced by phonon mismatch of functional groups in a single-molecule junction. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2023; 36:135401. [PMID: 38096577 DOI: 10.1088/1361-648x/ad15c5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 12/14/2023] [Indexed: 12/28/2023]
Abstract
Single-molecule junctions (SMJs) may bring exotic physical effects. In this work, a significant thermal rectification effect is observed in a cross-dimensional system, comprising a diamond, a single-molecule junction, and a carbon nanotube (CNT). The molecular dynamics simulations indicate that the interfacial thermal resistance varies with the direction of heat flow, the orientation of the crystal planes of the diamond, and the length of the CNT. We find that the thermal rectification ratio escalates with the length of the CNT, achieving a peak value of 730% with the CNT length of 200 nm. A detailed analysis of phonon vibrations suggests that the primary cause of thermal rectification is the mismatched vibrations between the biphenyl and carbonyl groups. This discovery may offer theoretical insights for both the experimental exploration and practical application of SMJs in efficient thermal management strategy for high power and highly integrated chips.
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Affiliation(s)
- Renjie Hua
- School of Mechanical Engineering, Hangzhou Dianzi University, Hangzhou 310018, People's Republic of China
| | - Yunlei Jiang
- School of Mechanical Engineering, Hangzhou Dianzi University, Hangzhou 310018, People's Republic of China
| | - Lei Shi
- Hangzhou Zhongneng Photoeletricity Technology Co., Ltd, Hangzhou 310018, People's Republic of China
| | - Suxia Liang
- School of Mechanical Engineering, Hangzhou Dianzi University, Hangzhou 310018, People's Republic of China
| | - Chi Zhang
- School of Physics and Optoelectronic Engineering, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, People's Republic of China
| | - Yingru Song
- Department of Mechanical Engineering, William Marsh Rice University, Houston, TX 77005, United States of America
| | - Ruo-Yu Dong
- School of Astronautics, Beihang University, Beijing 102206, People's Republic of China
- Aircraft and Propulsion Laboratory, Ningbo Institute of Technology, Beihang University, Ningbo 315100, People's Republic of China
| | - Yuan Dong
- School of Mechanical Engineering, Hangzhou Dianzi University, Hangzhou 310018, People's Republic of China
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2
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Romero-Bastida M, Armando Martínez-Torres B. Thermal rectification in mass-asymmetric one-dimensional anharmonic oscillator lattices with and without a ballistic spacer. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2023; 36:025302. [PMID: 37783211 DOI: 10.1088/1361-648x/acff32] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 10/02/2023] [Indexed: 10/04/2023]
Abstract
In this work we perform a systematic analysis of various structural parameters that have influence on the thermal rectification effect, i.e. asymmetrical heat flow, and the negative differential thermal resistance -reduction of the heat flux as the applied thermal bias is increased- present in a one-dimensional, segmented mass-graded system consisting of a coupled nearest-neighbor harmonic oscillator lattice (ballistic spacer) and two diffusive leads (modeled by a substrate potential) attached to the lattice at both boundaries. At variance with previous works, we consider the size of the spacer as smaller than that of the leads. Also considered is the case where the leads are connected along the whole length of the oscillator lattice; that is, in the absence of the ballistic spacer. Upon variation of the system's parameters it was determined that the performance of the device, as quantified by the spectral properties, is largely enhanced in the absence of the ballistic spacer for the small system-size limit herein considered.
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Affiliation(s)
- M Romero-Bastida
- SEPI ESIME-Culhuacán, Instituto Politécnico Nacional, Av. Santa Ana No.1000, San Francisco Culhuacán, Culhuacán CTM V, Coyoacán, CDMX 04440, Mexico
| | - Brandon Armando Martínez-Torres
- SEPI ESIME-Culhuacán, Instituto Politécnico Nacional, Av. Santa Ana No.1000, San Francisco Culhuacán, Culhuacán CTM V, Coyoacán, CDMX 04440, Mexico
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3
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Defaveri L, Almeida AAA, Anteneodo C. Approaching the perfect diode limit through a nonlinear interface. Phys Rev E 2023; 108:044126. [PMID: 37978639 DOI: 10.1103/physreve.108.044126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 09/15/2023] [Indexed: 11/19/2023]
Abstract
We consider a system formed by two different segments of particles, coupled to thermal baths, one at each end, modeled by Langevin thermostats. The particles in each segment interact harmonically and are subject to an on-site potential for which three different types are considered, namely, harmonic, ϕ^{4}, and Frenkel-Kontorova. The two segments are nonlinearly coupled, between interfacial particles, by means of a power-law potential with exponent μ, which we vary, scanning from subharmonic to superharmonic potentials, up to the infinite-square-well limit (μ→∞). Thermal rectification is investigated by integrating the equations of motion and computing the heat fluxes. As a measure of rectification, we use the difference of the currents, resulting from the interchange of the baths, divided by their average (all quantities taken in absolute value). We find that rectification can be optimized by a given value of μ that depends on the bath temperatures and details of the chains. But, regardless of the type of on-site potential considered, the interfacial potential that produces maximal rectification approaches the infinite square well (μ→∞) when reducing the average temperature of the baths. Our analysis of thermal rectification focuses on this regime, for which we complement numerical results with heuristic considerations.
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Affiliation(s)
| | | | - Celia Anteneodo
- Department of Physics, PUC-Rio, Rio de Janeiro, 22453-900 RJ, Brazil
- Institute of Science and Technology for Complex Systems, INCT-CS, Rio de Janeiro, Brazil
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4
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Experimental evaluation of thermal rectification in a ballistic nanobeam with asymmetric mass gradient. Sci Rep 2022; 12:7788. [PMID: 35552495 PMCID: PMC9098508 DOI: 10.1038/s41598-022-11878-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 03/25/2022] [Indexed: 11/09/2022] Open
Abstract
Practical applications of heat transport control with artificial metamaterials will heavily depend on the realization of thermal diodes/rectifiers, in which thermal conductivity depends on the heat flux direction. Whereas various macroscale implementations have been made experimentally, nanoscales realizations remain challenging and efficient rectification still requires a better fundamental understanding of heat carriers’ transport and nonlinear mechanisms. Here, we propose an experimental realization of a thermal rectifier based on two leads with asymmetric mass gradients separated by a ballistic spacer, as proposed in a recent numerical investigation, and measure its thermal properties electrically with the microbridge technique. We use a Si\documentclass[12pt]{minimal}
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\begin{document}$$_{4}$$\end{document}4 nanobeam on which an asymmetric mass gradient has been engineered and demonstrate that in its current form, this structure does not allow for thermal rectification. We explain this by a combination of too weak asymmetry and non-linearities. Our experimental observations provide important information towards fabricating rigorous thermal rectifiers in the ballistic phonon transport regime, which are expected to open new possibilities for applications in thermal management and quantum thermal devices.
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Lu Z, Wang J. Thermal rectification in the one-dimensional nonlinearly graded rotor lattice robust in the thermodynamical limit. Phys Rev E 2021; 104:054122. [PMID: 34942708 DOI: 10.1103/physreve.104.054122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 11/03/2021] [Indexed: 11/07/2022]
Abstract
Recently, it has been shown that in graded systems, thermal rectification (TR) effect may remain in the thermodynamical limit. Here, by taking the one-dimensional rotor lattice as an illustrating model, we investigate how the graded structure may affect the TR efficiency. In particular, we consider the case where the interaction is assigned with nonlinear polynomial functions. It is found that TR is robust in the thermodynamical limit and meanwhile its efficiency may considerably depend on the details of the graded structure. This finding suggests that it is possible to enhance the TR effect by taking into account the nonlinear graded structure even in large systems.
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Affiliation(s)
- Zhengang Lu
- Department of Physics and Key Laboratory of Low Dimensional Condensed Matter Physics (Department of Education of Fujian Province), Xiamen University, Xiamen 361005, Fujian, China
| | - Jiao Wang
- Department of Physics and Key Laboratory of Low Dimensional Condensed Matter Physics (Department of Education of Fujian Province), Xiamen University, Xiamen 361005, Fujian, China.,Lanzhou Center for Theoretical Physics, Lanzhou University, Lanzhou 730000, Gansu, China
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Romero-Bastida M, Lindero-Hernández M. Thermal rectification in three-dimensional mass-graded anharmonic oscillator lattices. Phys Rev E 2021; 104:044135. [PMID: 34781583 DOI: 10.1103/physreve.104.044135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Accepted: 10/12/2021] [Indexed: 11/07/2022]
Abstract
In this work we study the thermal rectification efficiency, i.e., asymmetric heat flow, of a three-dimensional mass-graded anharmonic lattice of length N and width W by means of nonequilibrium molecular dynamics simulations. The obtained rectification, which is of the same order of magnitude as that of the corresponding one-dimensional lattice, saturates at low values of the aspect ratio W/N, consistent with the already known behavior of the corresponding heat fluxes of the homogeneous system under analogous conditions. The maximum rectification is obtained in the temperature range wherein no rectification could be obtained in other one-dimensional systems, as well as in the corresponding one-dimensional instance of the model studied herein.
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Affiliation(s)
- M Romero-Bastida
- SEPI ESIME-Culhuacán, Instituto Politécnico Nacional, Avenida Santa Ana No. 1000, Colonia San Francisco Culhuacán, Delegación Coyoacan, Distrito Federal 04440, Mexico
| | - M Lindero-Hernández
- Centro de Investigación en Ciencia Aplicada y Tecnología Avanzada-Querétaro, Instituto Politécnico Nacional, Cerro Blanco 141, Colinas del Cimatario, 76090 Santiago de Querétaro, Querétaro, Mexico
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7
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Defaveri L, Anteneodo C. Analytical results for a minimalist thermal diode. Phys Rev E 2021; 104:014106. [PMID: 34412349 DOI: 10.1103/physreve.104.014106] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 06/15/2021] [Indexed: 11/07/2022]
Abstract
We consider a system consisting of two interacting classical particles, each one subject to an on-site potential and to a Langevin thermal bath. We analytically calculate the heat current that can be established through the system when the bath temperatures are different, for weak nonlinear forces. We explore the conditions under which the diode effect emerges when inverting the temperature difference. Despite the simplicity of this two-particle diode, an intricate dependence on the system parameters is put in evidence. Moreover, behaviors reported for long chains of particles can be extracted, for instance, the dependence of the flux with the interfacial stiffness and type of forces present, as well as the dependencies on the temperature required for rectification. These analytical results can be a tool to foresee the distinct role that diverse types of nonlinearity and asymmetry play in thermal conduction and rectification.
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Affiliation(s)
- Lucianno Defaveri
- Department of Physics, PUC-Rio, Rio de Janeiro, 22453-900 RJ, Brazil
| | - Celia Anteneodo
- Department of Physics, PUC-Rio, Rio de Janeiro, 22453-900 RJ, Brazil.,Institute of Science and Technology for Complex Systems, Rio de Janeiro, Brazil
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8
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Kalantar N, Agarwalla BK, Segal D. Harmonic chains and the thermal diode effect. Phys Rev E 2021; 103:052130. [PMID: 34134267 DOI: 10.1103/physreve.103.052130] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 05/05/2021] [Indexed: 06/12/2023]
Abstract
Harmonic oscillator chains connecting two harmonic reservoirs at different constant temperatures cannot act as thermal diodes, irrespective of structural asymmetry. However, here we prove that perfectly harmonic junctions can rectify heat once the reservoirs (described by white Langevin noise) are placed under temperature gradients, which are asymmetric at the two sides, an effect that we term "temperature-gradient harmonic oscillator diodes." This nonlinear diode effect results from the additional constraint-the imposed thermal gradient at the boundaries. We demonstrate the rectification behavior based on the exact analytical formulation of steady-state heat transport in harmonic systems coupled to Langevin baths, which can describe quantum and classical transport, both regimes realizing the diode effect under the involved boundary conditions. Our study shows that asymmetric harmonic systems, such as room-temperature hydrocarbon molecules with varying side groups and end groups, or a linear lattice of trapped ions may rectify heat by going beyond simple boundary conditions.
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Affiliation(s)
- Na'im Kalantar
- Department of Chemistry, University of Toronto, 80 Saint George Street, Toronto, Ontario, Canada M5S 3H6
| | - Bijay Kumar Agarwalla
- Department of Physics, Doctor Homi Bhabha Road, Indian Institute of Science Education and Research, Pune 411008, India
| | - Dvira Segal
- Department of Chemistry and Centre for Quantum Information and Quantum Control, University of Toronto, 80 Saint George Street, Toronto, Ontario, Canada M5S 3H6 and Department of Physics, University of Toronto, Toronto, Ontario, Canada M5S 1A7
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9
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Romero-Bastida M, Amaya-Durán JI. Thermal rectification in oscillator lattices with a ballistic spacer and next nearest-neighbor interactions. Phys Rev E 2021; 103:032103. [PMID: 33862683 DOI: 10.1103/physreve.103.032103] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 02/11/2021] [Indexed: 11/07/2022]
Abstract
In this work we study the asymmetric heat flow, i.e., thermal rectification, of a one-dimensional, mass-graded system consisting of a coupled harmonic oscillator lattice (ballistic spacer) and two diffusive leads attached to the boundaries of the former with both nearest-neighbor and next nearest-neighbor (NNN) interactions. The latter enhance the rectification properties of the system and specially its independence on system size. The system presents a maximum rectification efficiency for a very precise value of the parameter that controls the coupling strength of the NNN interactions that depend on the temperature range wherein the device operates. The origin of this maximum value is the asymmetric local heat flow response corresponding to the NNN contribution at both sides of the lighter mass-loaded diffusive lead as quantified by the spectral properties. Upon variation of the system's parameters the performance of the device is always enhanced in the presence of NNN interactions.
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Affiliation(s)
- M Romero-Bastida
- SEPI ESIME-Culhuacán, Instituto Politécnico Nacional, Av. Santa Ana No. 1000, Col. San Francisco Culhuacán, Delegación Coyoacan, Distrito Federal 04430, Mexico
| | - Jeanette-Ivonne Amaya-Durán
- SEPI ESIME-Culhuacán, Instituto Politécnico Nacional, Av. Santa Ana No. 1000, Col. San Francisco Culhuacán, Delegación Coyoacan, Distrito Federal 04430, Mexico
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10
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Lopes N, Barci DG, Continentino MA. Finite temperature effects in quantum systems with competing scalar orders. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2020; 32:415601. [PMID: 32512551 DOI: 10.1088/1361-648x/ab9a7c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 06/08/2020] [Indexed: 06/11/2023]
Abstract
The study of the competition or coexistence of different ground states in many-body systems is an exciting and actual topic of research, both experimentally and theoretically. Quantum fluctuations of a given phase can suppress or enhance another phase depending on the nature of the coupling between the order parameters, their dynamics and the dimensionality of the system. The zero temperature phase diagrams of systems with competing scalar order parameters with quartic and bilinear coupling terms have been previously studied for the cases of a zero temperature bicritical point and of coexisting orders. In this work, we apply theMatsubara summationtechnique from finite temperature quantum field theory to introduce the effects of thermal fluctuations on the effective potential of these systems. This is essential to make contact with experiments. We consider two and three-dimensional materials characterized by a Lorentz invariant quantum critical theory, i.e., with dynamic critical exponentz= 1, such that time and space scale in the same way. We obtain that in both cases, thermal fluctuations lead to weak first-order temperature phase transitions, at which coexisting phases arising from quantum corrections become unstable. We show that above this critical temperature (Tc), the system presents scaling behavior consistent with that approaching a quantum critical point. Below the transition the specific heat has a thermally activated contribution with a gap related to the size of the domains of the ordered phases. We obtain thatTcdecreases as a function of the distance to the zero temperature classical bicritical point (ZTCBP) in the coexistence region, implying that in our approach, the system attains the highestTcabove the fine tuned value of this ZTCBP.
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Affiliation(s)
- Nei Lopes
- Centro Brasileiro de Pesquisas Físicas, Rua Dr Xavier Sigaud 150, Urca, 22290-180, Rio de Janeiro, Brazil
| | - Daniel G Barci
- Departamento de Física Teórica, Universidade do Estado do Rio de Janeiro, Rua São Francisco Xavier 524, 20550-013, Rio de Janeiro, RJ, Brazil
| | - Mucio A Continentino
- Centro Brasileiro de Pesquisas Físicas, Rua Dr Xavier Sigaud 150, Urca, 22290-180, Rio de Janeiro, Brazil
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Alexander TJ. High-heat-flux rectification due to a localized thermal diode. Phys Rev E 2020; 101:062122. [PMID: 32688508 DOI: 10.1103/physreve.101.062122] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 04/14/2020] [Indexed: 06/11/2023]
Abstract
A theoretical implementation of a localized thermal diode with a rectification factor greater than 10^{6} is demonstrated. In reverse thermal bias, extremely low thermal conductivity is achieved through phononic Rayleigh scattering from a finite-depth defect. In forward bias, the diode oscillator escapes the defect and thermal conductivity becomes up to four orders of magnitude higher. The setup provides a minimal model of a localized thermal diode between two identical oscillator chains and opens up a pathway for thermal diode implementations.
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Affiliation(s)
- Tristram J Alexander
- School of Physics, University of Sydney, Sydney, New South Wales 2006, Australia
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12
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Li Z, Xiong S, Sievers C, Hu Y, Fan Z, Wei N, Bao H, Chen S, Donadio D, Ala-Nissila T. Influence of thermostatting on nonequilibrium molecular dynamics simulations of heat conduction in solids. J Chem Phys 2019; 151:234105. [PMID: 31864248 DOI: 10.1063/1.5132543] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Nonequilibrium molecular dynamics (NEMD) has been extensively used to study thermal transport at various length scales in many materials. In this method, two local thermostats at different temperatures are used to generate a nonequilibrium steady state with a constant heat flux. Conventionally, the thermal conductivity of a finite system is calculated as the ratio between the heat flux and the temperature gradient extracted from the linear part of the temperature profile away from the local thermostats. Here, we show that, with a proper choice of the thermostat, the nonlinear part of the temperature profile should actually not be excluded in thermal transport calculations. We compare NEMD results against those from the atomistic Green's function method in the ballistic regime and those from the homogeneous nonequilibrium molecular dynamics method in the ballistic-to-diffusive regime. These comparisons suggest that in all the transport regimes, one should directly calculate the thermal conductance from the temperature difference between the heat source and sink and, if needed, convert it into the thermal conductivity by multiplying it with the system length. Furthermore, we find that the Langevin thermostat outperforms the Nosé-Hoover (chain) thermostat in NEMD simulations because of its stochastic and local nature. We show that this is particularly important for studying asymmetric carbon-based nanostructures, for which the Nosé-Hoover thermostat can produce artifacts leading to unphysical thermal rectification.
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Affiliation(s)
- Zhen Li
- Key Laboratory of Agricultural Soil and Water Engineering in Arid and Semiarid Areas, Ministry of Education, Northwest A&F University, Yangling 712100, China
| | - Shiyun Xiong
- Functional Nano and Soft Materials Laboratory (FUNSOM) and Collaborative Innovation Center of Suzhou Nano Science and Technology, Soochow University, 215123 Suzhou, People's Republic of China
| | - Charles Sievers
- Department of Chemistry, University of California at Davis, One Shields Ave., Davis, California 95616, USA
| | - Yue Hu
- University of Michigan-Shanghai Jiao Tong University Joint Institute, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Zheyong Fan
- School of Mathematics and Physics, Bohai University, Jinzhou, China
| | - Ning Wei
- Key Laboratory of Agricultural Soil and Water Engineering in Arid and Semiarid Areas, Ministry of Education, Northwest A&F University, Yangling 712100, China
| | - Hua Bao
- University of Michigan-Shanghai Jiao Tong University Joint Institute, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Shunda Chen
- Department of Chemistry, University of California at Davis, One Shields Ave., Davis, California 95616, USA
| | - Davide Donadio
- Department of Chemistry, University of California at Davis, One Shields Ave., Davis, California 95616, USA
| | - Tapio Ala-Nissila
- QTF Centre of Excellence, Department of Applied Physics, Aalto University, FI-00076 Aalto, Espoo, Finland
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Balachandran V, Benenti G, Pereira E, Casati G, Poletti D. Heat current rectification in segmented XXZ chains. Phys Rev E 2019; 99:032136. [PMID: 30999412 DOI: 10.1103/physreve.99.032136] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Indexed: 06/09/2023]
Abstract
We study the rectification of heat current in an XXZ chain segmented in two parts. We model the effect of the environment with Lindblad heat baths. We show that in our system, rectification is large for strong interactions in half of the chain and if one bath is at a cold enough temperature. For the numerically accessible chain lengths, we observe that the rectification increases with the system size. We gain insight into the rectification mechanism by studying two-time correlations in the steady state. The presence of interactions also induces a strong nonlinear response to the temperature difference, resulting in superlinear and negative differential conductance regimes.
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Affiliation(s)
- Vinitha Balachandran
- Science and Math Cluster and EPD Pillar, Singapore University of Technology and Design, 8 Somapah Road, 487372 Singapore
| | - Giuliano Benenti
- Center for Nonlinear and Complex Systems, Dipartimento di Scienza e Alta Tecnologia, Università degli Studi dell'Insubria, via Valleggio 11, 22100 Como, Italy
- Istituto Nazionale di Fisica Nucleare, Sezione di Milano, via Celoria 16, 20133 Milano, Italy
- NEST, Istituto Nanoscienze-CNR, I-56126 Pisa, Italy
| | - Emmanuel Pereira
- Departamento de Física-Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, CP 702, 30.161-970 Belo Horizonte MG, Brazil
| | - Giulio Casati
- Center for Nonlinear and Complex Systems, Dipartimento di Scienza e Alta Tecnologia, Università degli Studi dell'Insubria, via Valleggio 11, 22100 Como, Italy
- International Institute of Physics, Federal University of Rio Grande do Norte, 1613 Natal, Brazil
| | - Dario Poletti
- Science and Math Cluster and EPD Pillar, Singapore University of Technology and Design, 8 Somapah Road, 487372 Singapore
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