- Open Access
Wigner Formulation of Thermal Transport in Solids
Phys. Rev. X 12, 041011 – Published 31 October, 2022
DOI: https://doi.org/10.1103/PhysRevX.12.041011
Abstract
Two different heat-transport mechanisms are discussed in solids. In crystals, heat carriers propagate and scatter particlelike as described by Peierls’s formulation of the Boltzmann transport equation for phonon wave packets. In glasses, instead, carriers behave wavelike, diffusing via a Zener-like tunneling between quasidegenerate vibrational eigenstates, as described by the Allen-Feldman equation. Recently, it has been shown that these two conduction mechanisms emerge from a Wigner transport equation, which unifies and extends the Peierls-Boltzmann and Allen-Feldman formulations, allowing one to describe also complex crystals where particlelike and wavelike conduction mechanisms coexist. Here, we discuss the theoretical foundations of such transport equation as is derived from the Wigner phase-space formulation of quantum mechanics, elucidating how the interplay between disorder, anharmonicity, and the quantum Bose-Einstein statistics of atomic vibrations determines thermal conductivity. This Wigner formulation argues for a preferential phase convention for the dynamical matrix in the reciprocal Bloch representation and related off-diagonal velocity operator’s elements; such convention is the only one yielding a conductivity which is invariant with respect to the nonunique choice of the crystal’s unit cell and is size consistent. We rationalize the conditions determining the crossover from particlelike to wavelike heat conduction, showing that phonons below the Ioffe-Regel limit (i.e., with a mean free path shorter than the interatomic spacing) contribute to heat transport due to their wavelike capability to interfere and tunnel. Finally, we show that the present approach overcomes the failures of the Peierls-Boltzmann formulation for crystals with ultralow or glasslike thermal conductivity, with case studies of materials for thermal barrier coatings and thermoelectric energy conversion.
Physics Subject Headings (PhySH)
Corrections
21 November, 2022
Correction: The third sentence of the abstract was partially duplicated owing to a processing error and has been set right.
Popular Summary
Two different microscopic mechanisms for heat transport are known in solids. In crystals, heat carriers behave akin to particles in a gas, whereas in glasses, heat transfer bears analogies to the physics of waves. This paper elucidates how quantum wave-particle duality emerges in thermal transport, discussing how particlelike and wavelike heat-transport mechanisms can emerge and coexist, and providing a quantitative criterion to assess their relative strength and the crossover between the regimes where one or the other dominates.
In 1929, Peierls formulated the phonon Boltzmann transport equation to explain heat conduction in crystalline solids, discussing how quantized atomic vibrations mediated heat transport. This formulation successfully explained the temperature-conductivity curve observed in good thermal conductors with crystalline structure but could not describe glasses or low thermal conductors. In 1989, Allen and Feldman made a key step forward on the description of thermal transport in glasses, envisioning that in glasses, atomic vibrations with very similar energies can interfere constructively, enabling a wavelike tunneling mechanism through which heat can propagate.
In this work, we discuss the theoretical foundations of a “Wigner” heat-transport equation (named after the Wigner formulation of quantum mechanics used to derive it) that naturally encompasses the coexistence of particlelike and wavelike conduction mechanisms, unifying and extending the Peierls and Allen-Feldman formulations. We discuss the conditions determining the relative strength of particlelike and wavelike conduction mechanisms, showing that in the intermediate case of complex crystals with ultralow thermal conductivity these can be equally relevant.
Our findings pave the way for the theory-driven optimization of thermal barriers and thermoelectrics, since in these materials it is crucial to account for heat’s particle-wave duality to correctly describe the thermal conductivity.
Article Text
References (207)
- R. Peierls, Zur Kinetischen Theorie der Wärmeleitung in Kristallen, Ann. Phys. (N.Y.) 395, 1055 (1929).
- S. Baroni, S. de Gironcoli, A. Dal Corso, and P. Giannozzi, Phonons and Related Crystal Properties from Density-Functional Perturbation Theory, Rev. Mod. Phys. 73, 515 (2001).
- L. Paulatto, F. Mauri, and M. Lazzeri, Anharmonic Properties from a Generalized Third-Order Ab Initio Approach: Theory and Applications to Graphite and Graphene, Phys. Rev. B 87, 214303 (2013).
- W. Li, J. Carrete, N. A. Katcho, and N. Mingo, ShengBTE: A Solver of the Boltzmann Transport Equation for Phonons, Comput. Phys. Commun. 185, 1747 (2014).
- F. Eriksson, E. Fransson, and P. Erhart, The Hiphive Package for the Extraction of High-Order Force Constants by Machine Learning, Adv. Theory Simul. 2, 1800184 (2019).
- A. Togo, L. Chaput, and I. Tanaka, Distributions of Phonon Lifetimes in Brillouin Zones, Phys. Rev. B 91, 094306 (2015).
- J. Garg, N. Bonini, B. Kozinsky, and N. Marzari, Role of Disorder and Anharmonicity in the Thermal Conductivity of Silicon-Germanium Alloys: A First-Principles Study, Phys. Rev. Lett. 106, 045901 (2011).
- M. Omini and A. Sparavigna, An Iterative Approach to the Phonon Boltzmann Equation in the Theory of Thermal Conductivity, Physica (Amsterdam) 212B, 101 (1995).
- D. Broido, M. Malorny, G. Birner, N. Mingo, and D. Stewart, Intrinsic Lattice Thermal Conductivity of Semiconductors from First Principles, Appl. Phys. Lett. 91, 231922 (2007).
- J. Carrete, B. Vermeersch, A. Katre, A. van Roekeghem, T. Wang, G. K. Madsen, and N. Mingo, almaBTE: A Solver of the Space–Time Dependent Boltzmann Transport Equation for Phonons in Structured Materials, Comput. Phys. Commun. 220, 351 (2017).
- G. Fugallo, M. Lazzeri, L. Paulatto, and F. Mauri, Ab Initio Variational Approach for Evaluating Lattice Thermal Conductivity, Phys. Rev. B 88, 045430 (2013).
- L. Chaput, Direct Solution to the Linearized Phonon Boltzmann Equation, Phys. Rev. Lett. 110, 265506 (2013).
- A. Cepellotti and N. Marzari, Thermal Transport in Crystals as a Kinetic Theory of Relaxons, Phys. Rev. X 6, 041013 (2016).
- M. Simoncelli, N. Marzari, and A. Cepellotti, Generalization of Fourier’s Law into Viscous Heat Equations, Phys. Rev. X 10, 011019 (2020).
- K. Esfarjani, G. Chen, and H. T. Stokes, Heat Transport in Silicon from First-Principles Calculations, Phys. Rev. B 84, 085204 (2011).
- M. N. Luckyanova, J. Garg, K. Esfarjani, A. Jandl, M. T. Bulsara, A. J. Schmidt, A. J. Minnich, S. Chen, M. S. Dresselhaus, Z. Ren, E. A. Fitzgerald, and G. Chen, Coherent Phonon Heat Conduction in Superlattices, Science 338, 936 (2012).
- D. G. Cahill, P. V. Braun, G. Chen, D. R. Clarke, S. Fan, K. E. Goodson, P. Keblinski, W. P. King, G. D. Mahan, A. Majumdar, H. J. Maris, S. R. Phillpot, E. Pop, and L. Shi, Nanoscale Thermal Transport. II. 2003–2012, Appl. Phys. Rev. 1, 011305 (2014).
- A. J. McGaughey, A. Jain, H.-Y. Kim, and B. Fu, Phonon Properties and Thermal Conductivity from First Principles, Lattice Dynamics, and the Boltzmann Transport Equation, J. Appl. Phys. 125, 011101 (2019).
- J. M. Ziman, Electrons and Phonons: The Theory of Transport Phenomena in Solids (Oxford University Press, New York, 1960).
- T. Feng, L. Lindsay, and X. Ruan, Four-Phonon Scattering Significantly Reduces Intrinsic Thermal Conductivity of Solids, Phys. Rev. B 96, 161201(R) (2017).
- W. Li and N. Mingo, Ultralow Lattice Thermal Conductivity of the Fully Filled Skutterudite due to the Flat Avoided-Crossing Filler Modes, Phys. Rev. B 91, 144304 (2015).
- W. Lee, H. Li, A. B. Wong, D. Zhang, M. Lai, Y. Yu, Q. Kong, E. Lin, J. J. Urban, J. C. Grossman, and P. Yang, Ultralow Thermal Conductivity in All-Inorganic Halide Perovskites, Proc. Natl. Acad. Sci. U.S.A. 114, 8693 (2017).
- P.-F. Lory, S. Pailhès, V. M. Giordano, H. Euchner, H. D. Nguyen, R. Ramlau, H. Borrmann, M. Schmidt, M. Baitinger, M. Ikeda et al., Direct Measurement of Individual Phonon Lifetimes in the Clathrate Compound , Nat. Commun. 8, 491 (2017).
- C. Kittel, Interpretation of the Thermal Conductivity of Glasses, Phys. Rev. 75, 972 (1949).
- J. J. Freeman and A. C. Anderson, Thermal Conductivity of Amorphous Solids, Phys. Rev. B 34, 5684 (1986).
- P. B. Allen and J. L. Feldman, Thermal Conductivity of Glasses: Theory and Application to Amorphous Si, Phys. Rev. Lett. 62, 645 (1989).
- P. B. Allen and J. L. Feldman, Thermal Conductivity of Disordered Harmonic Solids, Phys. Rev. B 48, 12581 (1993).
- P. B. Allen, J. L. Feldman, J. Fabian, and F. Wooten, Diffusons, Locons and Propagons: Character of Atomic Vibrations in Amorphous Si, Philos. Mag. B 79, 1715 (1999).
- R. J. Hardy, Energy-Flux Operator for a Lattice, Phys. Rev. 132, 168 (1963).
- A. Auerbach and P. B. Allen, Universal High-Temperature Saturation in Phonon and Electron Transport, Phys. Rev. B 29, 2884 (1984).
- J. L. Feldman and M. D. Kluge, Realistic Model Calculations Based on the Kubo Theory for the Thermal Conductivity of Amorphous Insulators, Philos. Mag. B 71, 641 (1995).
- D. Donadio and G. Galli, Atomistic Simulations of Heat Transport in Silicon Nanowires, Phys. Rev. Lett. 102, 195901 (2009).
- X. Chen, A. Weathers, J. Carrete, S. Mukhopadhyay, O. Delaire, D. A. Stewart, N. Mingo, S. N. Girard, J. Ma, D. L. Abernathy, J. Yan, R. Sheshka, D. P. Sellan, F. Meng, S. Jin, J. Zhou, and L. Shi, Twisting Phonons in Complex Crystals with Quasi-One-Dimensional Substructures, Nat. Commun. 6, 6723 (2015).
- A. Weathers, J. Carrete, J. P. DeGrave, J. M. Higgins, A. L. Moore, J. Kim, N. Mingo, S. Jin, and L. Shi, Glass-like thermal conductivity in nanostructures of a complex anisotropic crystal, Phys. Rev. B 96, 214202 (2017).
- S. Mukhopadhyay, D. S. Parker, B. C. Sales, A. A. Puretzky, M. A. McGuire, and L. Lindsay, Two-channel model for Ultralow Thermal Conductivity of Crystalline , Science 360, 1455 (2018).
- T. Zhu and E. Ertekin, Mixed Phononic and Non-Phononic Transport in Hybrid Lead Halide Perovskites: Glass-Crystal Duality, Dynamical Disorder, and Anharmonicity, Energy Environ. Sci. 12, 216 (2019).
- M. Simoncelli, N. Marzari, and F. Mauri, Unified Theory of Thermal Transport in Crystals and Glasses, Nat. Phys. 15, 809 (2019).
- E. Wigner, On the Quantum Correction for Thermodynamic Equilibrium, Phys. Rev. 40, 749 (1932).
- J. E. Moyal, Quantum Mechanics as a Statistical Theory, in Mathematical Proceedings of the Cambridge Philosophical Society, Vol. 45 (Cambridge University Press, Cambridge, England, 1949), pp. 99–124.
- D. C. Wallace, Thermodynamics of Crystals (Wiley, New York, 1972).
- A. Ioffe and A. Regel, Non-Crystalline, Amorphous and Liquid Electronic Semiconductors, Prog. Semicond. 4, 237 (1960).
- Y. Luo, X. Yang, T. Feng, J. Wang, and X. Ruan, Vibrational Hierarchy Leads to Dual-Phonon Transport in Low Thermal Conductivity Crystals, Nat. Commun. 11, 1 (2020).
- R. E. Peierls, Quantum Theory of Solids, Oxford Classics Series (Oxford University Press, Oxford, England, 2001).
- T. Tadano, Y. Gohda, and S. Tsuneyuki, Anharmonic Force Constants Extracted from First-Principles Molecular Dynamics: Applications to Heat Transfer Simulations, J. Phys. Condens. Matter 26, 225402 (2014).
- A. Chernatynskiy and S. R. Phillpot, Phonon Transport Simulator (PhonTS), Comput. Phys. Commun. 192, 196 (2015).
- G. P. Srivastava, The Physics of Phonons (Taylor & Francis Group, London, 1990).
Formally, the deviation-from-equilibrium operator is , where is the component of the position operator of the nuclei in unit cell , and the corresponding constant equilibrium position.
- F. A. Lindemann, The Calculation of Molecular Vibration Frequencies, Phys. Z. 11, 609 (1910).
- P. Hofmann, Solid State Physics: An Introduction (John Wiley & Sons, New York, 2015).
- S.-i. Tamura, Isotope Scattering of Dispersive Phonons in Ge, Phys. Rev. B 27, 858 (1983).
- A. A. Maradudin and S. H. Vosko, Symmetry Properties of the Normal Vibrations of a Crystal, Rev. Mod. Phys. 40, 1 (1968).
- J.-S. Wang, J. Wang, and J. Lü, Quantum Thermal Transport in Nanostructures, Eur. Phys. J. B 62, 381 (2008).
- C. Cercignani, The Boltzmann Equation, The Boltzmann Equation and Its Applications (Springer, New York, 1988), pp. 40–103.
This can be proved using Eq. (14) and the canonical commutation relation (2).
- M. Simoncelli, Thermal Transport Beyond Fourier, and Beyond Boltzmann, Ph.D. thesis, École Polytechnique Fédérale de Lausanne, 2021.
The Fourier transforms of and have phases with opposite sign because these operators are canonically conjugate [19].
- G. D. Mahan, Many-Particle Physics, 3rd ed. (Kluwer Academic, New York, 2000).
- M. P. Marder, Condensed Matter Physics (John Wiley & Sons, New York, 2010).
- J. Callaway, Quantum Theory of the Solid State (Academic Press, New York, 1991).
Given a one-body density matrix , we say that it is diagonal in its two arguments [ and ] if and only if it is nonzero only when the two arguments are equal (i.e., for ).
- K. Blum, Density Matrix Theory and Applications (Springer Science & Business Media, New York, 2013).
- F. Rossi, Theory of Semiconductor Quantum Devices: Microscopic Modeling and Simulation Strategies (Springer Science & Business Media, New York, 2011).
- H.-P. Breuer and F. Petruccione, The Theory of Open Quantum Wystems (Oxford University Press, New York, 2002).
- F. T. Vasko and O. E. Raichev, Quantum Kinetic Theory and Applications: Electrons, Photons, Phonons (Springer Science & Business Media, New York, 2006).
- J. Zak, Lattice Operators in Crystals for Bravais and Reciprocal Vectors, Phys. Rev. B 12, 3023 (1975).
- H. Weyl, Quantenmechanik und Gruppentheorie, Z. Phys. 46, 1 (1927).
- H. J. Groenewold, On the Principles of Elementary Quantum Mechanics, On the Principles of Elementary Quantum Mechanics (Springer, New York, 1946), pp. 1–56.
- K. Imre, E. Özizmir, M. Rosenbaum, and P. Zweifel, Wigner Method in Quantum Statistical Mechanics, J. Math. Phys. (N.Y.) 8, 1097 (1967).
- M. Hillery, R. F. O’Connell, M. O. Scully, and E. P. Wigner, Distribution Functions in Physics: Fundamentals, Phys. Rep. 106, 121 (1984).
- M. Trovato and L. Reggiani, Quantum Maximum Entropy Principle for a System of Identical Particles, Phys. Rev. E 81, 021119 (2010).
- R. C. Iotti, E. Ciancio, and F. Rossi, Quantum Transport Theory for Semiconductor Nanostructures: A Density-Matrix Formulation, Phys. Rev. B 72, 125347 (2005).
- F. Rossi and T. Kuhn, Theory of Ultrafast Phenomena in Photoexcited Semiconductors, Rev. Mod. Phys. 74, 895 (2002).
- C. Cohen-Tannoudji, J. Dupont-Roc, G. Grynberg, and P. Thickstun, Atom-Photon Interactions: Basic Processes and Applications (Wiley Online Library, New York, 2004).
- H. Spohn, The Phonon Boltzmann Equation, Properties and Link to Weakly Anharmonic Lattice Dynamics, J. Stat. Phys. 124, 1041 (2006).
- S. Lepri, Thermal Transport in Low Dimensions: From Statistical Physics to Nanoscale Heat Transfer, Vol. 921 (Springer, New York, 2016).
- L. Paulatto, I. Errea, M. Calandra, and F. Mauri, First-Principles Calculations of Phonon Frequencies, Lifetimes, and Spectral Functions from Weak to Strong Anharmonicity: The Example of Palladium Hydrides, Phys. Rev. B 91, 054304 (2015).
- L. Landau, E. Lifshitz, and L. Pitaevskij, Statistical Physics, Part 2: Theory of the Condensed State (Butterworth-Heinemann, 1980), Vol. 9.
- G. Caldarelli, M. Simoncelli, N. Marzari, F. Mauri, and L. Benfatto, Many-Body Green’s Function Approach to Lattice Thermal Transport, Phys. Rev. B 106, 024312 (2022).
- Đ. Dangić, O. Hellman, S. Fahy, and I. Savić, The Origin of the Lattice Thermal Conductivity Enhancement at the Ferroelectric Phase Transition in GeTe, npj Comput. Mater. 7, 57 (2021).
- E. J. Hinch, Perturbation Methods (Cambridge University Press, Cambridge, England, 1991).
- R. J. Hardy, Phonon Boltzmann Equation and Second Sound in Solids, Phys. Rev. B 2, 1193 (1970).
- P. B. Allen and V. Perebeinos, Temperature in a Peierls-Boltzmann Treatment of Nonlocal Phonon Heat Transport, Phys. Rev. B 98, 085427 (2018).
Specifically, finding the exact solution of the populations’ equation (44) requires applying iterative or variational algorithms to a matrix of size (where is the number of points used to sample the Brillouin zone in numerical calculations), while solving the equation for coherences requires just knowing the entries of a vector of size .
- L. Lindsay, First Principles Peierls-Boltzmann Phonon Thermal Transport: A Topical Review, Nanoscale Micro. Thermophys. Eng. 20, 67 (2016).
- J. B. Krieger and G. J. Iafrate, Quantum Transport for Bloch Electrons in a Spatially Homogeneous Electric Field, Phys. Rev. B 35, 9644 (1987).
- R. Hübner and R. Graham, Landau-Zener Transitions and Dissipation in a Mesoscopic Ring, Phys. Rev. B 53, 4870 (1996).
- G. Kané, M. Lazzeri, and F. Mauri, Zener Tunneling in the Electrical Transport of Quasimetallic Carbon Nanotubes, Phys. Rev. B 86, 155433 (2012).
- R. Gebauer and R. Car, Current in Open Quantum Systems, Phys. Rev. Lett. 93, 160404 (2004).
- R. Gebauer and R. Car, Kinetic Theory of Quantum Transport at the Nanoscale, Phys. Rev. B 70, 125324 (2004).
- T. Egami, Local Dynamics in Liquids and Glassy Materials, J. Phys. Soc. Jpn. 88, 081001 (2019).
- J. Moon, Examining Normal Modes as Fundamental Heat Carriers in Amorphous Solids: The Case of Amorphous Silicon, J. Appl. Phys. 130, 055101 (2021).
- B. Ruta, G. Baldi, Y. Chushkin, B. Rufflé, L. Cristofolini, A. Fontana, M. Zanatta, and F. Nazzani, Revealing the Fast Atomic Motion of Network Glasses, Nat. Commun. 5, 3939 (2014).
- M. Ross, M. Stana, M. Leitner, and B. Sepiol, Direct Observation of Atomic Network Migration in Glass, New J. Phys. 16, 093042 (2014).
- U. Buchenau, M. Prager, N. Nücker, A. J. Dianoux, N. Ahmad, and W. A. Phillips, Low-Frequency Modes in Vitreous Silica, Phys. Rev. B 34, 5665 (1986).
- W. Song, X. Li, B. Wang, N. M. Anoop Krishnan, S. Goyal, M. M. Smedskjaer, J. C. Mauro, C. G. Hoover, and M. Bauchy, Atomic Picture of Structural Relaxation in Silicate Glasses, Appl. Phys. Lett. 114, 1 (2019).
- H.-B. Yu, W.-H. Wang, and K. Samwer, The Relaxation in Metallic Glasses: An Overview, Mater. Today 16, 183 (2013).
- B. Sun, W. Cao, Z. Wang, B. Sun, and W. Wang, Evident Glass Relaxation at Room Temperature Induced by Size Effect, Phys. Rev. B 105, 014110 (2022).
Here the BTE is written replacing in Eq. (13) the continuous position with the Bravais-lattice vector . This can be justified recalling that the phonon population appearing in the BTE is obtained from the diagonal elements of the Wigner distribution (35) and, as discussed in Sec. 4, the knowledge of the Wigner distribution at the Bravais-lattice sites only is sufficient to fully describe thermal transport.
- P. B. Allen, Phonon Boltzmann Equation Non-Local in Space and Time: The Partial Failure of the Generalized Fourier Law, arXiv:2105.14413.
- T. Feng and X. Ruan, Quantum Mechanical Prediction of Four-Phonon Scattering Rates and Reduced Thermal Conductivity of Solids, Phys. Rev. B 93, 045202 (2016).
- R. Bianco, I. Errea, L. Paulatto, M. Calandra, and F. Mauri, Second-Order Structural Phase Transitions, Free Energy Curvature, and Temperature-Dependent Anharmonic Phonons in the Self-Consistent Harmonic Approximation: Theory and Stochastic Implementation, Phys. Rev. B 96, 014111 (2017).
- U. Aseginolaza, R. Bianco, L. Monacelli, L. Paulatto, M. Calandra, F. Mauri, A. Bergara, and I. Errea, Phonon Collapse and Second-Order Phase Transition in Thermoelectric SnSe, Phys. Rev. Lett. 122, 075901 (2019).
- U. Aseginolaza, R. Bianco, L. Monacelli, L. Paulatto, M. Calandra, F. Mauri, A. Bergara, and I. Errea, Strong Anharmonicity and High Thermoelectric Efficiency in High-Temperature SnS from First Principles, Phys. Rev. B 100, 214307 (2019).
- Z. Zeng, C. Zhang, Y. Xia, Z. Fan, C. Wolverton, and Y. Chen, Nonperturbative phonon scatterings and the two-channel thermal transport in , Phys. Rev. B 103, 224307 (2021).
That is, all the vibrational modes satisfying , with
- G. Suresh, G. Seenivasan, M. Krishnaiah, and P. Srirama Murti, Investigation of the Thermal Conductivity of Selected Compounds of Gadolinium and Lanthanum, J. Nucl. Mater. 249, 259 (1997).
- R. Vassen, X. Cao, F. Tietz, D. Basu, and D. Stöver, Zirconates as New Materials for Thermal Barrier Coatings, J. Am. Ceram. Soc. 83, 2023 (2000).
- H. Chen, Y. Gao, S. Tao, Y. Liu, and H. Luo, Thermophysical Properties of Lanthanum Zirconate Coating Prepared by Plasma Spraying and the Influence of Post-Annealing, J. Alloy Compd. 486, 391 (2009).
- C. Wan, W. Zhang, Y. Wang, Z. Qu, A. Du, R. Wu, and W. Pan, Glass-like Thermal Conductivity in Ytterbium-Doped Lanthanum Zirconate Pyrochlore, Acta Mater. 58, 6166 (2010).
- J. Yang, C. Wan, M. Zhao, M. Shahid, and W. Pan, Effective Blocking of Radiative Thermal Conductivity in Composites for High Temperature Thermal Insulation Applications, J. Eur. Ceram. Soc. 36, 3809 (2016).
- Y. Wang, R. Lin, P. Zhu, Q. Zheng, Q. Wang, D. Li, and J. Zhu, Cation Dynamics Governed Thermal Properties of Lead Halide Perovskite Nanowires, Nano Lett. 18, 2772 (2018).
- S. Shenogin, A. Bodapati, P. Keblinski, and A. J. H. McGaughey, Predicting the Thermal Conductivity of Inorganic and Polymeric Glasses: The Role of Anharmonicity, J. Appl. Phys. 105, 034906 (2009).
- J. Zhang, X. Guo, Y.-G. Jung, L. Li, and J. Knapp, Lanthanum Zirconate Based Thermal Barrier Coatings: A Review, Surf. Coat. Technol. 323, 18 (2017).
- D. Zhang, K. Liao, Y. Yu, Z. Tian, and Y. Cao, Microstructure and Thermal & Mechanical Properties of Composite Ceramic, Ceram. Int. 46, 4737 (2020).
- T. Sun and P. B. Allen, Lattice Thermal Conductivity: Computations and Theory of the High-Temperature Breakdown of the Phonon-Gas Model, Phys. Rev. B 82, 224305 (2010).
Such a nonlinear function yields a visual representation of conduction along the (one-dimensional) line with a number of green and blue pixels proportional to the conductivities and , respectively.
- D. G. Cahill, S. K. Watson, and R. O. Pohl, Lower Limit to the Thermal Conductivity of Disordered Crystals, Phys. Rev. B 46, 6131 (1992).
- D. Voneshen, K. Refson, E. Borissenko, M. Krisch, A. Bosak, A. Piovano, E. Cemal, M. Enderle, M. Gutmann, M. Hoesch et al., Suppression of Thermal Conductivity by Rattling Modes in Thermoelectric Sodium Cobaltate, Nat. Mater. 12, 1028 (2013).
We stress that this definition of phonon lifetime is general and always valid, but its implications on the thermal conductivity depend on the regime of thermal transport considered. In the kinetic regime of thermal transport umklapp processes dominate, thus the SMA approximation is valid [11, 84, 120], and the phonon lifetime enters directly in the populations’ conductivity [Eq. (49)]. Instead, in the hydrodynamic regime of thermal transport where normal processes dominate, the phonon lifetime can still be defined but it no longer determines directly the populations conductivity, since this latter is determined by the lifetime of collective excitations of phonon wave packets (relaxons [13, 14]) and the relaxon lifetime is related in a nontrivial way to the phonon lifetime [13].
- A. Cepellotti, G. Fugallo, L. Paulatto, M. Lazzeri, F. Mauri, and N. Marzari, Phonon Hydrodynamics in Two-Dimensional Materials, Nat. Commun. 6, 6400 (2015).
We consider the normalized trace of the conductivity tensor to simplify, later in this work, the discussion of , whose conductivity tensor is not isotropic. We employ the SMA approximation because it is accurate for the complex crystals with ultralow thermal conductivity in focus here, as well as for simple crystals that are not in the hydrodynamic regime of thermal transport, e.g., silicon [14]. Therefore, within the SMA approximation, one can distinguish the two regimes mentioned above.
- P. Sheng, M. Zhou, and Z.-Q. Zhang, Phonon Transport in Strong-Scattering Media, Phys. Rev. Lett. 72, 234 (1994).
- J. M. Knudsen and P. G. Hjorth, Elements of Newtonian Mechanics: Including Nonlinear Dynamics (Springer Science & Business Media, New York, 2002).
- S. N. Taraskin and S. R. Elliott, Ioffe-Regel Crossover for Plane-Wave Vibrational Excitations in Vitreous Silica, Phys. Rev. B 61, 12031 (2000).
- T. Lanigan-Atkins, X. He, M. Krogstad, D. Pajerowski, D. Abernathy, G. N. Xu, Z. Xu, D.-Y. Chung, M. Kanatzidis, S. Rosenkranz et al., Two-Dimensional Overdamped Fluctuations of the Soft Perovskite Lattice in , Nat. Mater. 20, 977 (2021).
- M. T. Agne, R. Hanus, and G. J. Snyder, Minimum Thermal Conductivity in the Context of Diffuson-Mediated Thermal Transport, Energy Environ. Sci. 11, 609 (2018).
For , , and for orthorhombic , ; thus in these cases, .
- G. J. Iafrate, V. N. Sokolov, and J. B. Krieger, Quantum Transport and the Wigner Distribution Function for Bloch Electrons in Spatially Homogeneous Electric and Magnetic Fields, Phys. Rev. B 96, 144303 (2017).
- A. Cepellotti and B. Kozinsky, Interband Tunneling Effects on Materials Transport Properties Using the First Principles Wigner Distribution, Mater. Today Phys. 19, 100412 (2021).
- S. Thébaud, T. Berlijn, and L. Lindsay, Perturbation Theory and Thermal Transport in Mass-Disordered Alloys: Insights from Green’s Function Methods, Phys. Rev. B 105, 134202 (2022).
- J. Moon, B. Latour, and A. J. Minnich, Propagating Elastic Vibrations Dominate Thermal Conduction in Amorphous Silicon, Phys. Rev. B 97, 024201 (2018).
- J. Moon, R. P. Hermann, M. E. Manley, A. Alatas, A. H. Said, and A. J. Minnich, Thermal Acoustic Excitations with Atomic-Scale Wavelengths in Amorphous Silicon, Phys. Rev. Mater. 3, 065601 (2019).
- T. Kim, J. Moon, and A. J. Minnich, Origin of Micrometer-Scale Propagation Lengths of Heat-Carrying Acoustic Excitations in Amorphous Silicon, Phys. Rev. Mater. 5, 065602 (2021).
- X. Liu, J. L. Feldman, D. G. Cahill, R. S. Crandall, N. Bernstein, D. M. Photiadis, M. J. Mehl, and D. A. Papaconstantopoulos, High Thermal Conductivity of a Hydrogenated Amorphous Silicon Film, Phys. Rev. Lett. 102, 035901 (2009).
- J. L. Braun, C. H. Baker, A. Giri, M. Elahi, K. Artyushkova, T. E. Beechem, P. M. Norris, Z. C. Leseman, J. T. Gaskins, and P. E. Hopkins, Size Effects on the Thermal Conductivity of Amorphous Silicon Thin Films, Phys. Rev. B 93, 140201(R) (2016).
- E. Martin, G. Ori, T. Q. Duong, M. Boero, and C. Massobrio, Thermal Conductivity of Amorphous by First-Principles Molecular Dynamics, J. Non-Cryst. Solids 581, 121434 (2022).
- M. C. Wingert, J. Zheng, S. Kwon, and R. Chen, Thermal Transport in Amorphous Materials: A Review, Semicond. Sci. Technol. 31, 113003 (2016).
- S. Kwon, J. Zheng, M. C. Wingert, S. Cui, and R. Chen, Unusually High and Anisotropic Thermal Conductivity in Amorphous Silicon Nanostructures, ACS Nano 11, 2470 (2017).
- Y. Pan, J. Zhou, and G. Chen, Quantifying Thermal Transport in Amorphous Silicon Using Mean Free Path Spectroscopy, Phys. Rev. B 101, 144203 (2020).
- L. Isaeva, G. Barbalinardo, D. Donadio, and S. Baroni, Modeling Heat Transport in Crystals and Glasses from a Unified Lattice-Dynamical Approach, Nat. Commun. 10, 3853 (2019).
- B. S. Semwal and P. K. Sharma, Thermal Conductivity of an Anharmonic Crystal, Phys. Rev. B 5, 3909 (1972).
- N. W. Lundgren, G. Barbalinardo, and D. Donadio, Mode Localization and Suppressed Heat Transport in Amorphous Alloys, Phys. Rev. B 103, 024204 (2021).
- A. Marcolongo, P. Umari, and S. Baroni, Microscopic Theory and Quantum Simulation of Atomic Heat Transport, Nat. Phys. 12, 80 (2016).
- C. Carbogno, R. Ramprasad, and M. Scheffler, Ab Initio Green-Kubo Approach for the Thermal Conductivity of Solids, Phys. Rev. Lett. 118, 175901 (2017).
- S. Baroni, R. Bertossa, L. Ercole, F. Grasselli, and A. Marcolongo, Heat Transport in Insulators from Ab Initio Green-Kubo Theory, Handbook of Materials Modeling: Applications: Current and Emerging Materials (Springer, Cham, 2020), p. 809.
- L. Ercole, A. Marcolongo, and S. Baroni, Accurate Thermal Conductivities from Optimally Short Molecular Dynamics Simulations, Sci. Rep. 7, 15835 (2017).
- C. Verdi, F. Karsai, P. Liu, R. Jinnouchi, and G. Kresse, Thermal Transport and Phase Transitions of Zirconia by on-the-fly Machine-Learned Interatomic Potentials, npj Comput. Mater. 7, 156 (2021).
- A. J. McGaughey and J. M. Larkin, Predicting Phonon Properties from Equilibrium Molecular Dynamics Simulations, Annual review of heat transfer 17, 49 (2014).
- W. Lv and A. Henry, Non-negligible Contributions to Thermal Conductivity from Localized Modes in Amorphous Silicon Dioxide, Sci. Rep. 6, 35720 (2016).
- Y. Guo, Z. Zhang, M. Bescond, S. Xiong, M. Nomura, and S. Volz, Anharmonic Phonon-Phonon Scattering at the Interface between Two Solids by Nonequilibrium Green’s Function Formalism, Phys. Rev. B 103, 174306 (2021).
- F. Zhou, W. Nielson, Y. Xia, and V. Ozoliņš, Lattice Anharmonicity and Thermal Conductivity from Compressive Sensing of First-Principles Calculations, Phys. Rev. Lett. 113, 185501 (2014).
- Z. Li, S. Xiong, C. Sievers, Y. Hu, Z. Fan, N. Wei, H. Bao, S. Chen, D. Donadio, and T. Ala-Nissila, Influence of Thermostatting on Nonequilibrium Molecular Dynamics Simulations of Heat Conduction in Solids, J. Chem. Phys. 151, 234105 (2019).
- I. M. Felix and L. F. C. Pereira, Suppression of Coherent Thermal Transport in Quasiperiodic Graphene-hBN Superlattice Ribbons, Carbon 160, 335 (2020).
- E. Lampin, P. L. Palla, P. A. Francioso, and F. Cleri, Thermal Conductivity from Approach-to-Equilibrium Molecular Dynamics, J. Appl. Phys. 114, 033525 (2013).
- M. Puligheddu, F. Gygi, and G. Galli, First-Principles Simulations of Heat Transport, Phys. Rev. Mater. 1, 060802(R) (2017).
- M. Puligheddu, Y. Xia, M. Chan, and G. Galli, Computational Prediction of Lattice Thermal Conductivity: A Comparison of Molecular Dynamics and Boltzmann Transport Approaches, Phys. Rev. Mater. 3, 085401 (2019).
- M. E. Manley, O. Hellman, N. Shulumba, A. F. May, P. J. Stonaha, J. W. Lynn, V. O. Garlea, A. Alatas, R. P. Hermann, J. D. Budai, H. Wang, B. C. Sales, and A. J. Minnich, Intrinsic Anharmonic Localization in Thermoelectric PbSe, Nat. Commun. 10, 1928 (2019).
- X. Qian, J. Zhou, and G. Chen, Phonon-Engineered Extreme Thermal Conductivity Materials, Nat. Mater. 20, 1188 (2021).
- C. Zhou, Y. K. Lee, Y. Yu, S. Byun, Z.-Z. Luo, H. Lee, B. Ge, Y.-L. Lee, X. Chen, J. Y. Lee, O. Cojocaru-Mirédin, H. Chang, J. Im, S.-P. Cho, M. Wuttig, V. P. Dravid, M. G. Kanatzidis, and I. Chung, Polycrystalline SnSe with a Thermoelectric Figure of Merit Greater than the Single Crystal, Nat. Mater. 20, 1378 (2021).
- Q. Zheng, M. Hao, R. Miao, J. Schaadt, and C. Dames, Advances in Thermal Conductivity for Energy Applications: A Review, Prog. Energy 3, 012002 (2021).
- R. Hanus, R. Gurunathan, L. Lindsay, M. T. Agne, J. Shi, S. Graham, and G. Jeffrey Snyder, Thermal Transport in Defective and Disordered Materials, Appl. Phys. Rev. 8, 031311 (2021).
- L. Hu, Y.-W. Fang, F. Qin, X. Cao, X. Zhao, Y. Luo, D. V. M. Repaka, W. Luo, A. Suwardi, T. Soldi, U. Aydemir, Y. Huang, Z. Liu, K. Hippalgaonkar, G. J. Snyder, J. Xu, and Q. Yan, High Thermoelectric Performance Enabled by Convergence of Nested Conduction Bands in with Low Thermal Conductivity, Nat. Commun. 12, 4793 (2021).
- M. Baggioli, B. Cui, and A. Zaccone, Theory of the Phonon Spectrum in Host-Guest Crystalline Solids with Avoided Crossing, Phys. Rev. B 100, 220201(R) (2019).
- K. Yang, S. Cahangirov, A. Cantarero, A. Rubio, and R. D’Agosta, Thermoelectric Properties of Atomically Thin Silicene and Germanene Nanostructures, Phys. Rev. B 89, 125403 (2014).
- H. Babaei and C. E. Wilmer, Mechanisms of Heat Transfer in Porous Crystals Containing Adsorbed Gases: Applications to Metal-Organic Frameworks, Phys. Rev. Lett. 116, 025902 (2016).
- V. Kapil, J. Wieme, S. Vandenbrande, A. Lamaire, V. Van Speybroeck, and M. Ceriotti, Modeling the Structural and Thermal Properties of Loaded Metal–Organic Frameworks. An Interplay of Quantum and Anharmonic Fluctuations, J. Chem. Theory Comput. 15, 3237 (2019).
- D. Damjanovic, Materials for High Temperature Piezoelectric Transducers, Curr. Opin. Solid State Mater. Sci. 3, 469 (1998).
- Y. Xia, K. Pal, J. He, V. Ozoliņš, and C. Wolverton, Particlelike Phonon Propagation Dominates Ultralow Lattice Thermal Conductivity in Crystalline , Phys. Rev. Lett. 124, 065901 (2020).
- Y. Xia, V. I. Hegde, K. Pal, X. Hua, D. Gaines, S. Patel, J. He, M. Aykol, and C. Wolverton, High-Throughput Study of Lattice Thermal Conductivity in Binary Rocksalt and Zinc Blende Compounds Including Higher-Order Anharmonicity, Phys. Rev. X 10, 041029 (2020).
- A. Jain, Multichannel Thermal Transport in Crystalline , Phys. Rev. B 102, 201201(R) (2020).
- Y. Xia, V. Ozoliņš, and C. Wolverton, Microscopic Mechanisms of Glasslike Lattice Thermal Transport in Cubic Tetrahedrites, Phys. Rev. Lett. 125, 085901 (2020).
- T. Tadano and W. A. Saidi, First-Principles Phonon Quasiparticle Theory Applied to a Strongly Anharmonic Halide Perovskite, arXiv:2103.00745.
- S. Godse, Y. Srivastava, and A. Jain, Anharmonic Lattice Dynamics and Thermal Transport in Type-I Inorganic Clathrates, J. Phys. Condens. Matter 34, 145701 (2022).
- R. Hanus, J. George, M. Wood, A. Bonkowski, Y. Cheng, D. L. Abernathy, M. E. Manley, G. Hautier, G. J. Snyder, and R. P. Hermann, Uncovering Design Principles for Amorphous-like Heat Conduction Using Two-Channel Lattice Dynamics, Mater. Today Phys. 18, 100344 (2021).
- L. Talirz, S. Kumbhar, E. Passaro, A. V. Yakutovich, V. Granata, F. Gargiulo, M. Borelli, M. Uhrin, S. P. Huber, S. Zoupanos, C. S. Adorf, C. W. Andersen, O. Schütt, C. A. Pignedoli, D. Passerone, J. VandeVondele, T. C. Schulthess, B. Smit, G. Pizzi, and N. Marzari, Materials Cloud, A Platform for Open Computational Science, Sci. Data 7, 299 (2020).
- M. Simoncelli, N. Marzari, and F. Mauri, 10.24435/materialscloud:g0-yc.
- A. Fiorentino and S. Baroni, From Green-Kubo to the Full Boltzmann kinetic Approach to Heat Transport in Crystals and Glasses, arXiv:2206.01279.
- N. Marzari, A. A. Mostofi, J. R. Yates, I. Souza, and D. Vanderbilt, Maximally Localized Wannier Functions: Theory and Applications, Rev. Mod. Phys. 84, 1419 (2012).
- J. Zak, Finite Translations in Solid-State Physics, Phys. Rev. Lett. 19, 1385 (1967).
- J. Zak, Dynamics of Electrons in Solids in External Fields, Phys. Rev. 168, 686 (1968).
- J. Zak and J. L. Birman, Representation in Lattice Dynamics, Phys. Rev. B 10, 1315 (1974).
- C. Kittel, Introduction to Solid State Physics, 8th ed. (Wiley, New York, 2005).
- M. Bolech, E. Cordfunke, A. Van Genderen, R. Van Der Laan, F. Janssen, and J. Van Miltenburg, The Heat Capacity and Derived Thermodynamic Functions of and from 4 to 1000 K, J. Phys. Chem. Solids 58, 433 (1997).
- D. Sedmidubský, O. Beneš, and R. Konings, High Temperature Heat Capacity of and Pyrochlores, J. Chem. Thermodyn. 37, 1098 (2005).
- R. Evarestov, E. Kotomin, A. Senocrate, R. Kremer, and J. Maier, First-Principles Comparative Study of Perfect and Defective () Crystals, Phys. Chem. Chem. Phys. 22, 3914 (2020).
- G. A. Elbaz, W.-L. Ong, E. A. Doud, P. Kim, D. W. Paley, X. Roy, and J. A. Malen, Phonon Speed, Not Scattering, Differentiates Thermal Transport in Lead Halide Perovskites, Nano Lett. 17, 5734 (2017).
- B. Paul, K. Singh, T. Jaroń, A. Roy, and A. Chowdhury, Structural Properties and the Fluorite–Pyrochlore Phase Transition in : The Role of Oxygen to Induce Local Disordered States, J. Alloys Compd. 686, 130 (2016).
- W. Du, S. Zhang, Z. Wu, Q. Shang, Y. Mi, J. Chen, C. Qin, X. Qiu, Q. Zhang, and X. Liu, Unveiling Lasing Mechanism in Microsphere Cavities, Nanoscale 11, 3145 (2019).
- J. M. Skelton, L. A. Burton, A. J. Jackson, F. Oba, S. C. Parker, and A. Walsh, Lattice Dynamics of the Tin Sulphides , SnS and : Vibrational Spectra and Thermal Transport, Phys. Chem. Chem. Phys. 19, 12452 (2017).
- S. A. Prosandeev, U. Waghmare, I. Levin, and J. Maslar, First-Order Raman Spectra of Double Perovskites, Phys. Rev. B 71, 214307 (2005).
- R. Cuscó, B. Gil, G. Cassabois, and L. Artús, Temperature Dependence of Raman-Active Phonons and Anharmonic Interactions in Layered Hexagonal Bn, Phys. Rev. B 94, 155435 (2016).
- A. Jorio, C. Fantini, M. S. S. Dantas, M. A. Pimenta, A. G. Souza Filho, G. G. Samsonidze, V. W. Brar, G. Dresselhaus, M. S. Dresselhaus, A. K. Swan, M. S. Ünlü, B. B. Goldberg, and R. Saito, Linewidth of the Raman Features of Individual Single-Wall Carbon Nanotubes, Phys. Rev. B 66, 115411 (2002).
Strictly speaking, the sum should not contain the term . In the limit of a large number of bands, including in the sum also the term does not alter the order-of-magnitude analysis performed here, and we will see soon that allows us to approximate the sum with an integral. For these reasons the term is included approximatively in the sum.
- A. Jain, S. P. Ong, G. Hautier, W. Chen, W. D. Richards, S. Dacek, S. Cholia, D. Gunter, D. Skinner, G. Ceder, and K. A. Persson, The Materials Project: A Materials Genome Approach to Accelerating Materials Innovation, APL Mater. 1, 011002 (2013).
- The Materials Project Database, Materials Data on (SG:227), Identifier mp-4974, https://materialsproject.org/materials/mp-4974.
- P. Giannozzi, O. Andreussi, T. Brumme, O. Bunau, M. B. Nardelli, M. Calandra, R. Car, C. Cavazzoni, D. Ceresoli, M. Cococcioni et al., Advanced Capabilities for Materials Modelling with quantum espresso, J. Phys. Condens. Matter 29, 465901 (2017).
- A. Dal Corso, Pseudopotentials Periodic Table: From H to Pu, Comput. Mater. Sci. 95, 337 (2014).
- K. F. Garrity, J. W. Bennett, K. M. Rabe, and D. Vanderbilt, Pseudopotentials for High-Throughput DFT Calculations, Comput. Mater. Sci. 81, 446 (2014).
- S. Grimme, Semiempirical GGA-Type Density Functional Constructed with a Long-Range Dispersion Correction, J. Comput. Chem. 27, 1787 (2006).
- K. Lejaeghere, G. Bihlmayer, T. Björkman, P. Blaha, S. Blügel, V. Blum, D. Caliste, I. E. Castelli, S. J. Clark, A. Dal Corso et al., Reproducibility in Density Functional Theory Calculations of Solids, Science 351 (2016).
- G. Prandini, A. Marrazzo, I. E. Castelli, N. Mounet, and N. Marzari, Precision and Efficiency in Solid-State Pseudopotential Calculations, npj Comput. Mater. 4, 72 (2018).
- M. Subramanian, G. Aravamudan, and G. S. Rao, Oxide Pyrochlores—A Review, Prog. Solid State Chem. 15, 55 (1983).
- A. Togo and I. Tanaka, First Principles Phonon Calculations in Materials Science, Scr. Mater. 108, 1 (2015).
- C. C. Stoumpos, C. D. Malliakas, J. A. Peters, Z. Liu, M. Sebastian, J. Im, T. C. Chasapis, A. C. Wibowo, D. Y. Chung, A. J. Freeman, B. W. Wessels, and M. G. Kanatzidis, Crystal Growth of the Perovskite Semiconductor : A New Material for High-Energy Radiation Detection, Cryst. Growth Des. 13, 2722 (2013).
- S. Gražulis, D. Chateigner, R. T. Downs, A. F. T. Yokochi, M. Quirós, L. Lutterotti, E. Manakova, J. Butkus, P. Moeck, and A. Le Bail, Crystallography Open Database—An Open-Access Collection of Crystal Structures, J. Appl. Crystallogr. 42, 726 (2009).
- K. Momma and F. Izumi, VESTA 3 for Three-Dimensional Visualization of Crystal, Volumetric and Morphology Data, J. Appl. Crystallogr. 44, 1272 (2011).
- K. Miyata, D. Meggiolaro, M. T. Trinh, P. P. Joshi, E. Mosconi, S. C. Jones, F. De Angelis, and X.-Y. Zhu, Large Polarons in Lead Halide Perovskites, Sci. Adv. 3, e1701217 (2017).
