When heat goes astray -- non-local heating in a semiconductor
Pith reviewed 2026-05-10 02:41 UTC · model grok-4.3
The pith
Non-local heating in semiconductors can exceed local laser heating over several micrometers.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
The paradigm of heat locality breaks down on length scales spanning several micrometers. As a consequence, non-local heating occurs in contradiction to Fourier's law. When laterally structured semiconductor membranes with a rising number of interfaces are heated by a well-focused laser, the non-local heating can exceed the laser-induced local heating, which is attributed to ballistic phonon transport far above cryogenic temperatures.
What carries the argument
Ballistic phonon transport through interfaces in structured membranes that allows heat to propagate away from the laser spot without localizing.
Load-bearing premise
The common assumption that the heat source and the resulting heat spot locally coincide if their size exceeds the mean free paths of the phonons.
What would settle it
Temperature maps from Raman thermometry on uniform versus interface-rich membranes that show heating several micrometers from the laser spot exceeding the temperature at the laser focus itself.
Figures
read the original abstract
Heating of semiconductor devices limits their performance and lifetime, which must be addressed by thermal management starting at the heat source. It is a common assumption that the heat source and the resulting heat spot locally coincide, if their size exceeds the mean free paths of the main heat carriers, the phonons. We show that this paradigm of heat locality breaks down on length scales spanning several micrometers. As a consequence, non-local heating occurs in contradiction to Fourier's law. Therefore, we heat laterally structured semiconductor membranes that feature a rising number of interfaces with a well-focussed laser and map-out lattice temperatures by Raman thermometry. Remarkably, the non-local heating can exceed the laser-induced local heating, which we attribute to ballistic phonon transport far above cryogenic temperatures.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper claims that the common assumption of local coincidence between heat source and heat spot breaks down on micrometer scales in semiconductor membranes. Using laser heating and Raman thermometry on laterally structured samples with increasing numbers of interfaces, they observe non-local heating that can exceed the direct laser-induced local heating, which they attribute to ballistic phonon transport far above cryogenic temperatures, in contradiction to Fourier's law.
Significance. If the observations are robust and the ballistic attribution holds after quantitative checks, the result would be significant for nanoscale thermal transport and device thermal management, as it implies that diffusive models fail on length scales relevant to many semiconductor structures even at elevated temperatures.
major comments (3)
- [Results] The central claim that non-local heating exceeds local heating and cannot be reproduced by diffusive transport requires explicit comparison to Fourier-law predictions. A finite-element or similar simulation of the expected temperature maps under the experimental geometry and interface conditions should be shown alongside the data to quantify the discrepancy.
- [Discussion] Alternative explanations such as interface-induced changes in optical absorption, Raman calibration shifts from strain or carrier density, or effective conductivity variations are not quantitatively excluded. The manuscript should include controls or modeling to rule these out at the observed length scales of several micrometers.
- [Discussion] The attribution to ballistic phonon transport would benefit from temperature- or size-dependent scaling that matches material-specific mean free path behavior, or from benchmarking against Boltzmann transport equation or Monte Carlo simulations for the relevant temperatures and dimensions.
minor comments (2)
- [Abstract] The abstract should specify the semiconductor material, the exact temperature range studied, and the number of interfaces used in the key experiments.
- [Figures] All temperature maps and line profiles should include error bars, scale bars, and explicit indication of the laser spot position relative to the measured non-local points.
Simulated Author's Rebuttal
We thank the referee for the constructive and detailed comments on our manuscript. We address each major point below, indicating the revisions we will implement to strengthen the presentation of our results on non-local heating.
read point-by-point responses
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Referee: [Results] The central claim that non-local heating exceeds local heating and cannot be reproduced by diffusive transport requires explicit comparison to Fourier-law predictions. A finite-element or similar simulation of the expected temperature maps under the experimental geometry and interface conditions should be shown alongside the data to quantify the discrepancy.
Authors: We agree that an explicit quantitative comparison to diffusive transport is essential. In the revised manuscript we will add finite-element simulations of the temperature distribution assuming Fourier's law, employing the precise experimental geometry, thermal conductivities, and interface resistances. These simulated maps will be displayed alongside the Raman data to demonstrate that local diffusive transport cannot account for the observed non-local heating that exceeds the local laser-induced heating. revision: yes
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Referee: [Discussion] Alternative explanations such as interface-induced changes in optical absorption, Raman calibration shifts from strain or carrier density, or effective conductivity variations are not quantitatively excluded. The manuscript should include controls or modeling to rule these out at the observed length scales of several micrometers.
Authors: We will add a new subsection that quantitatively addresses these alternatives. This will include direct measurements of optical absorption for the different lateral structures, analysis of Raman spectra to confirm negligible strain or carrier-density effects on the temperature calibration, and modeling demonstrating that plausible variations in effective conductivity cannot produce non-local heating exceeding the local value at micrometer scales. revision: yes
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Referee: [Discussion] The attribution to ballistic phonon transport would benefit from temperature- or size-dependent scaling that matches material-specific mean free path behavior, or from benchmarking against Boltzmann transport equation or Monte Carlo simulations for the relevant temperatures and dimensions.
Authors: We will expand the discussion to include the observed scaling of non-local heating with the number of interfaces, which tracks the expected phonon mean-free-path length scale in the material at the experimental temperatures. While comprehensive Boltzmann transport equation or Monte Carlo simulations of the full multi-interface geometry lie outside the scope of the present experimental study, the size-dependent trends are consistent with ballistic transport dominating over diffusive transport on these length scales. revision: partial
- Full benchmarking against Boltzmann transport equation or Monte Carlo simulations for the exact laterally structured membrane geometry and temperatures.
Circularity Check
No circularity: purely experimental attribution with no derivation chain
full rationale
The manuscript is an experimental study using laser heating and Raman thermometry on laterally structured GaN membranes to map non-local temperature rises. No equations, fitted parameters, or first-principles derivations are introduced that could reduce a claimed prediction back to its own inputs by construction. The attribution to ballistic phonon transport is an interpretive conclusion drawn from observed trends with interface count, not a mathematical result obtained via self-definition, renaming, or self-citation load-bearing steps. External benchmarks (prior phonon transport literature) are not invoked in a way that collapses the central claim into a tautology. This is the expected non-finding for an observational paper.
Axiom & Free-Parameter Ledger
axioms (1)
- domain assumption Heat source and heat spot coincide locally when source size exceeds phonon mean free paths
Reference graph
Works this paper leans on
-
[1]
A. L. Moore, L. Shi, Emerging challenges and materials for thermal management of electronics. Materials Today 17, 163–174 (2014)
work page 2014
-
[2]
M. M. Waldrop, More than Moore. Nature 530, 144–147 (2016)
work page 2016
-
[3]
X. Wu, L. Tang, C. L. Hardin, C. Dames, Y. Kodera, J. E. Garay, Thermal conductivity and management in laser gain materials: A nano/microstructural perspective. Journal of Applied Physics 131B, 020902 (2022)
work page 2022
-
[4]
S. K. Mohanty, Y.-Y. Chen, P.-H. Yeh, R.-H. Horng, Thermal Management of GaN-on-Si High Electron Mobility Transistor by Copper Filled Micro-Trench Structure. Sci Rep 9, 19691 (2019)
work page 2019
-
[5]
Y. P. Pundir, A. Bisht, R. Saha, P. K. Pal, Effect of Temperature on Performance of 5-nm Node Silicon Nanosheet Transistors for Analog Applications. Silicon 14, 10581–10589 (2022)
work page 2022
-
[6]
P. K. Schelling, L. Shi, K. E. Goodson, Managing heat for electronics. Materials Today 8, 30–35 (2005)
work page 2005
-
[7]
M. Meneghini, C. De Santi, I. Abid, M. Buffolo, M. Cioni, R. A. Khadar, L. Nela, N. Zagni, A. Chini, F. Medjdoub, G. Meneghesso, G. Verzellesi, E. Zanoni, E. Matioli, GaN- based power devices: Physics, reliability, and perspectives. Journal of Applied Physics 130, 181101 (2021)
work page 2021
-
[8]
E. D. Williams, R. U. Ayres, M. Heller, The 1.7 Kilogram Microchip: Energy and Material Use in the Production of Semiconductor Devices. Environ. Sci. Technol. 36, 5504–5510 (2002)
work page 2002
-
[9]
C. L. Gan, M.-H. Chung, Y.-S. Zou, C.-Y. Huang, H. Takiar, Technological sustainable materials and enabling in semiconductor memory industry: A review. e-Prime - Advances in Electrical Engineering, Electronics and Energy 5, 100245 (2023)
work page 2023
-
[10]
R. Van Erp, R. Soleimanzadeh, L. Nela, G. Kampitsis, E. Matioli, Co-designing electronics with microfluidics for more sustainable cooling. Nature 585, 211–216 (2020)
work page 2020
-
[11]
W. Fan, Z. Wu, S. Hong, K. Sheng, High-performance integrated thermoelectric coolers for electronics cooling. Commun Mater 6, 114 (2025)
work page 2025
-
[12]
M.-S. Jeng, R. Yang, D. Song, G. Chen, Modeling the Thermal Conductivity and Phonon Transport in Nanoparticle Composites Using Monte Carlo Simulation. Journal of Heat Transfer 130, 042410 (2008)
work page 2008
-
[13]
D. G. Cahill, K. Goodson, A. Majumdar, Thermometry and Thermal Transport in Micro/Nanoscale Solid-State Devices and Structures. Journal of Heat Transfer 124, 223– 241 (2002). 12
work page 2002
-
[14]
N. H. Protik, B. Kozinsky, Electron-phonon drag enhancement of transport properties from a fully coupled ab initio Boltzmann formalism. Phys. Rev. B 102, 245202 (2020)
work page 2020
-
[15]
Y. Quan, B. Liao, Coupled Electron-Phonon Hydrodynamics in Two-Dimensional Semiconductors. Phys. Rev. Lett. 134, 226301 (2025)
work page 2025
-
[16]
Q. Weng, S. Komiyama, L. Yang, Z. An, P. Chen, S.-A. Biehs, Y. Kajihara, W. Lu, Imaging of nonlocal hot-electron energy dissipation via shot noise. Science 360, 775–778 (2018)
work page 2018
- [17]
-
[18]
Y. Feng, M. Zhanghu, B.-R. Hyun, Z. Liu, Thermal characteristics of InGaN-based green micro-LEDs. AIP Advances 11, 045227 (2021)
work page 2021
- [19]
-
[20]
M. Elhajhasan, W. Seemann, K. Dudde, D. Vaske, G. Callsen, I. Rousseau, T. F. K. Weatherley, J.-F. Carlin, R. Butté, N. Grandjean, N. H. Protik, G. Romano, Optical and thermal characterization of a group-III nitride semiconductor membrane by microphotoluminescence spectroscopy and Raman thermometry. Physical Review B 108, 235313 (2023)
work page 2023
- [21]
- [22]
-
[23]
J. S. Reparaz, E. Chavez-Angel, M. R. Wagner, B. Graczykowski, J. Gomis-Bresco, F. Alzina, C. M. Sotomayor Torres, A novel contactless technique for thermal field mapping and thermal conductivity determination: Two-Laser Raman Thermometry. Review of Scientific Instruments 85, 034901 (2014)
work page 2014
-
[24]
Morkoç, Handbook of Nitride Semiconductors and Devices (Wiley, Weinheim, 2009)
H. Morkoç, Handbook of Nitride Semiconductors and Devices (Wiley, Weinheim, 2009)
work page 2009
-
[25]
W. S. Li, Z. X. Shen, Z. C. Feng, S. J. Chua, Temperature dependence of Raman scattering in hexagonal gallium nitride films. Journal of Applied Physics 87, 3332–3337 (2000)
work page 2000
-
[26]
T. Beechem, A. Christensen, S. Graham, D. Green, Micro-Raman thermometry in the presence of complex stresses in GaN devices. Journal Of Applied Physics 103, 124501 (2008). 13
work page 2008
-
[27]
G. Callsen, J. S. Reparaz, M. R. Wagner, R. Kirste, C. Nenstiel, A. Hoffmann, M. R. Phillips, Phonon deformation potentials in wurtzite GaN and ZnO determined by uniaxial pressure dependent Raman measurements. Applied Physics Letters 98, 061906 (2011)
work page 2011
- [28]
-
[29]
L. Tranchant, S. Hamamura, J. Ordonez-Miranda, T. Yabuki, A. Vega-Flick, F. Cervantes- Alvarez, J. J. Alvarado-Gil, S. Volz, K. Miyazaki, Two-Dimensional Phonon Polariton Heat Transport. Nano Lett. 19, 6924–6930 (2019)
work page 2019
-
[30]
D. Li, Z. Pan, J. D. Caldwell, Phonon polariton-mediated heat conduction: Perspectives from recent progress. Journal of Materials Research 39, 3193–3201 (2024)
work page 2024
-
[35]
Romano, Phonon Transport in Patterned Two-Dimensional Materials from First Principles
G. Romano, Phonon Transport in Patterned Two-Dimensional Materials from First Principles. arXiv arXiv:2002.08940 [Preprint] (2020). https://doi.org/10.48550/arXiv.2002.08940
-
[36]
V. Chiloyan, S. Huberman, A. A. Maznev, K. A. Nelson, G. Chen, Thermal transport exceeding bulk heat conduction due to nonthermal micro/nanoscale phonon populations. Applied Physics Letters 116, 163102 (2020)
work page 2020
-
[37]
K. Dudde, M. Elhajhasan, G. Würsch, J. Themann, J. Lierath, D. Paul, N. H. Protik, G. Romano, G. Callsen, Phonon Mean Free Path Spectroscopy By Raman Thermometry. arXiv arXiv:2505.14506 [Preprint] (2025). https://doi.org/10.48550/arXiv.2505.14506
-
[38]
Monte Carlo Modeling of Heat Generation in Electronic Nanostructures
E. Pop, S. Sinha, K. E. Goodson, “Monte Carlo Modeling of Heat Generation in Electronic Nanostructures” in Heat Transfer, Volume 7 (ASMEDC, New Orleans, Louisiana, USA, 2002), pp. 85–90
work page 2002
-
[39]
H. Teisseyre, P. Perlin, T. Suski, I. Grzegory, S. Porowski, J. Jun, A. Pietraszko, T. D. Moustakas, Temperature dependence of the energy gap in GaN bulk single crystals and epitaxial layer. Journal of Applied Physics 76, 2429–2434 (1994). 14
work page 1994
-
[40]
W. Shan, A. J. Fischer, S. J. Hwang, B. D. Little, R. J. Hauenstein, X. C. Xie, J. J. Song, D. S. Kim, B. Goldenberg, R. Horning, S. Krishnankutty, W. G. Perry, M. D. Bremser, R. F. Davis, Intrinsic exciton transitions in GaN. Journal of Applied Physics 83, 455–461 (1998)
work page 1998
-
[41]
D. Y. Song, S. A. Nikishin, M. Holtz, V. Soukhoveev, A. Usikov, V. Dmitriev, Decay of zone-center phonons in GaN with A1, E1, and E2 symmetries. Journal of Applied Physics 101, 053535 (2007)
work page 2007
-
[42]
B. Wei, Y. Li, W. Li, K. Wang, Q. Sun, X. Yang, D. L. Abernathy, Q. Gao, C. Li, J. Hong, Y.-H. Lin, High-order phonon anharmonicity and thermal conductivity in GaN. Phys. Rev. B 109, 155204 (2024)
work page 2024
-
[43]
D. Alvarez, JUWELS Cluster and Booster: Exascale Pathfinder with Modular Supercomputing Architecture at Juelich Supercomputing Centre. JLSRF 7, A183 (2021)
work page 2021
-
[44]
Deutsche Forschungsgemeinschaft
N. H. Protik, B. Kozinsky, Electron-phonon drag enhancement of transport properties from a fully coupled ab initio Boltzmann formalism. Phys. Rev. B 102, 245202 (2020). Acknowledgments: The authors acknowledge the Gauss Centre for Supercomputing e.V. (www.gauss-centre.eu) for funding this project by providing computing time on the GCS Supercomputer JUWELS...
work page 2020
-
[45]
M. Elhajhasan, W. Seemann, K. Dudde, D. Vaske, G. Callsen, I. Rousseau, T. F. K. Weatherley, J.-F. Carlin, R. Butté, N. Grandjean, N. H. Protik, G. Romano, Optical and thermal characterization of a group-III nitride semiconductor membrane by microphotoluminescence spectroscopy and Raman thermometry. Phys. Rev. B 108, 235313 (2023)
work page 2023
-
[46]
W. Seemann, M. Elhajhasan, J. Themann, K. Dudde, G. Würsch, J. Lierath, G. Callsen, J. Ciers, Å. Haglund, N. H. Protik, G. Romano, R. Butté, J.-F. Carlin, N. Grandjean, Thermal analysis of Ga N -based photonic membranes for optoelectronics. Phys. Rev. Applied 25, 024028 (2026)
work page 2026
- [47]
-
[48]
I. M. Rousseau, III-Nitride Semiconductor Photonic Nanocavities on Silicon. Ph. D. thesis, 2018, École Polytechnique Fédérale de Lausanne (EPFL)
work page 2018
-
[49]
Romano, OpenBTE: a Solver for ab-initio Phonon Transport in Multidimensional Structures
G. Romano, OpenBTE: a Solver for ab-initio Phonon Transport in Multidimensional Structures. arXiv arXiv:2106.02764 [Preprint] (2021). https://doi.org/10.48550/arXiv.2106.02764
- [50]
- [51]
- [52]
-
[53]
N. H. Protik, C. Li, M. Pruneda, D. Broido, P. Ordejón, The elphbolt ab initio solver for the coupled electron- phonon Boltzmann transport equations. npj Comput Mater 8, 28 (2022)
work page 2022
-
[54]
W. Li, J. Carrete, N. A. Katcho, N. Mingo, ShengBTE: A solver of the Boltzmann transport equation for phonons. Computer Physics Communications 185, 1747–1758 (2014)
work page 2014
-
[55]
Z. Han, X. Yang, W. Li, T. Feng, X. Ruan, FourPhonon: An extension module to ShengBTE for computing four-phonon scattering rates and thermal conductivity. Computer Physics Communications 270, 108179 (2022)
work page 2022
-
[56]
Tamura, Isotope scattering of dispersive phonons in Ge
S. Tamura, Isotope scattering of dispersive phonons in Ge. Phys. Rev. B 27, 858–866 (1983)
work page 1983
-
[57]
Virtanen et al, SciPy 1.0: fundamental algorithms for scientific computing in Python
P. Virtanen et al, SciPy 1.0: fundamental algorithms for scientific computing in Python. Nat Methods 17, 261–272 (2020)
work page 2020
-
[58]
T. Beechem, A. Christensen, S. Graham, D. Green, Micro-Raman thermometry in the presence of complex stresses in GaN devices. Journal of Applied Physics 103, 124501 (2008)
work page 2008
- [59]
-
[60]
A. Jeżowski, B. A. Danilchenko, M. Boćkowski, I. Grzegory, S. Krukowski, T. Suski, T. Paszkiewicz, Thermal conductivity of GaN crystals in 4.2–300 K range. Solid State Communications 128, 69–73 (2003)
work page 2003
-
[61]
D. Y. Song, S. A. Nikishin, M. Holtz, V. Soukhoveev, A. Usikov, V. Dmitriev, Decay of zone-center phonons in GaN with A1, E1, and E2 symmetries. Journal of Applied Physics 101, 053535 (2007). 40
work page 2007
-
[62]
Deutsche Forschungsgemeinschaft
D. Alvarez, JUWELS Cluster and Booster: Exascale Pathfinder with Modular Supercomputing Architecture at Juelich Supercomputing Centre. JLSRF 7, A183 (2021). Acknowledgments: The authors acknowledge the Gauss Centre for Supercomputing e.V. (www.gauss-centre.eu) for funding this project by providing computing time on the GCS Supercomputer JUWELS (18) at the...
work page 2021
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