- The paper combines machine-learning molecular dynamics, Green–Kubo analysis, normal-mode methods, EPW electron–phonon rates, and resistivity modeling to quantify lattice and electronic thermal transport in UN with 0.46% point defects.
- Four-phonon scattering is essential for reproducing pristine UN conductivity at high temperatures, while uranium interstitials cause the strongest lattice-transport degradation below about 900 K and mobile nitrogen interstitials can create misleading Green–Kubo heat-flux signals.
- Electronic conduction dominates total thermal transport above roughly 600 K, shifting the defect-impact ranking to uranium interstitials, uranium vacancies, nitrogen interstitials, and nitrogen vacancies, although hard-sphere electron–defect assumptions limit predictive accuracy.
Overview
Uranium nitride (UN) is a candidate accident-tolerant nuclear fuel whose thermal conductivity arises from both lattice and electronic channels. This work by Chen et al. presents a systematic computational study of how the four elementary point defects—uranium interstitials (IU), nitrogen interstitials (IN), uranium vacancies (VU), and nitrogen vacancies (VN)—at a fixed concentration of 0.46% affect thermal transport in rock-salt UN over 300–1500 K. The methodology combines a previously validated machine learning interatomic potential (MLIP) (2605.17726) with Green–Kubo (GK) equilibrium molecular dynamics, normal mode analysis (NMA) within the relaxation time approximation (RTA), DFT-derived electron–phonon scattering rates from EPW, and a semi-classical electrical resistivity model that explicitly includes electron–defect scattering. The study extends prior defect studies in UN (2605.17726) by covering all four defect types for the lattice channel and by incorporating electron–phonon coupling into the total conductivity.
Lattice thermal conductivity of pristine UN
For pristine UN, GK calculations agree closely with ShengBTE Boltzmann transport results that include both three- and four-phonon processes using the same MLIP. Fitting to a Klemens–Callaway form κL−ph=1/(A+BT+CT2) yields nearly identical parameters between GK and ShengBTE(3ph+4ph), with B≈2.0×10−4 W−1⋅m and C≈1.8×10−7 W−1⋅m⋅KIN0. Because the GK formalism implicitly captures all anharmonic processes present in the potential while ShengBTE treats them explicitly, this agreement supports the claim that four-phonon scattering is essential yet sufficient to describe high-temperature anharmonic transport in pristine UN; three-phonon-only BTE calculations systematically overestimate IN1 at elevated temperature. The classical treatment is justified because the lowest simulated temperature (300 K) lies near the upper bound of reported Debye temperatures (181–364 K), so quantum corrections are negligible.
NMA results track GK closely at high temperature but redistribute the fitted temperature dependence toward stronger higher-order scattering (smaller IN2, larger IN3). NEMD data based on the angular-dependent potential of Kuksin et al. show anomalously high IN4 between 700–1000 K, which the authors attribute to the ADP's truncated higher-order interaction terms producing an overly quasi-harmonic description; these points were excluded from fitting.
Defect-induced degradation of lattice transport
At 0.46% concentration, all four defects reduce IN5 below ~900 K, with degradation ordered as IN6 in the GK results. Above ~1100 K, IN7 for pristine UN and for the IN8, IN9, and VU0 systems converges, indicating that phonon–phonon scattering dominates in that regime. The severity of VU1 follows conventional theory: its large mass variance combined with a strong local strain field scatters phonons across a broad frequency range.
Two notable anomalies appear. First, UN containing VU2 exhibits an apparent increase in VU3 above 1100 K that scales with defect concentration. The authors attribute this not to physical heat conduction but to the convective term in the microscopic heat current: mobile nitrogen interstitials contribute increasingly to the GK heat flux at high temperature, so the GK method captures defect-dynamics-mediated energy transport that a phonon-quasiparticle framework does not. This constitutes a methodological caution—the distinction between GK and NMA becomes critical in systems with mobile defects. Second, GK systematically yields higher VU4 than NMA-RTA in defective systems (the reverse of the pristine case). The authors identify two causes: single-mode RTA neglects coherent off-diagonal contributions from mode–mode coupling induced by disorder (in the sense of Allen–Feldman and Simoncelli et al.), and exponential fitting of rapidly decaying modal autocorrelation functions introduces numerical uncertainty in extracted lifetimes.
Mode-resolved phonon scattering
NMA-extracted relaxation times reveal several defect-specific behaviors. Interstitials introduce new high-frequency vibrational states due to their stronger local strain fields; the lighter VU5 produces localized gap modes within the phonon bandgap. The heavy VU6 increases scattering rates across the entire spectrum, whereas VU7, VU8, and VU9 produce more selective scattering—and, notably, certain low-frequency acoustic modes exhibit reduced scattering rates relative to pristine UN, implying defect-induced phase-space restriction allows some acoustic modes to propagate with less resistance than in the perfect crystal.
The optical contribution (VN0 THz) decreases monotonically with temperature in pristine UN but remains nearly constant at approximately 24% in the VN1 system across the full temperature range. This indicates that VN2 pushes transport toward a disorder-dominated regime where defect-induced structural scattering, rather than temperature-dependent anharmonicity, constrains branch contributions. For other defects, the relative optical contribution follows VN3 pristine, reflecting that defect scattering suppresses acoustic carriers more strongly than optical ones.
Electronic contributions and total thermal conductivity
Combining NMA phonon lifetimes with Matthiessen-composed electron–phonon scattering rates (from EPW) yields VN4, and adding VN5 estimated via the Wiedemann–Franz law gives VN6. Electrical resistivity is modeled semi-classically following Zhou et al., including electron–phonon (VN7), electron–electron (VN8), residual, saturation, and electron–defect terms, with parameters fitted to Moore et al.'s resistivity data and defect volumes computed with the MLIP. The authors justify this choice over direct DFT-BoltzTraP estimates because the latter omit electron–defect scattering, which dominates the defect contribution to resistivity at these concentrations.
For pristine UN, the predicted VN9 agrees well with Takahashi et al.'s measurements at 300 K, whereas prior MD studies neglecting electron–phonon coupling overestimate room-temperature conductivity. Electron–phonon coupling substantially reduces κL−ph=1/(A+BT+CT2)0 at low temperature but becomes negligible above ~600 K, where intrinsic phonon–phonon scattering dominates lattice resistance; electronic conduction dominates total transport above ~600 K.
In defective systems, two findings stand out. First, electron–phonon coupling has a negligible effect on κL−ph=1/(A+BT+CT2)1 for uranium-related defects at all temperatures, remaining noticeable only for nitrogen-related defects near 300 K. Second, the total-conductivity degradation ordering shifts to κL−ph=1/(A+BT+CT2)2—different from the lattice-only GK ordering—because defect-specific suppression of κL−ph=1/(A+BT+CT2)3 via electron–defect scattering governs the high-temperature differences once κL−ph=1/(A+BT+CT2)4 values converge.
Limitations and open questions
The paper is explicit about the principal weakness of its treatment of electronic transport in defective UN. The electron–defect scattering cross section is approximated geometrically as κL−ph=1/(A+BT+CT2)5 from atomic radii, treating defects as hard-sphere scatterers; consequently, the model cannot distinguish defects of the same species with qualitatively different local potentials, and the predicted ordering κL−ph=1/(A+BT+CT2)6 for κL−ph=1/(A+BT+CT2)7 degradation reflects primarily the contrast between U and N atomic radii rather than defect-specific electronic structure. The Fermi energy is taken from pristine UN and held fixed, and the electron relaxation time calibrated on pristine resistivity is applied uniformly to defective cases even