Pith. sign in

REVIEW 2 major objections 5 minor 88 references

Realistic phonon scattering is too weak for Dyakonov-Perel valley relaxation in monolayer MoS2; large-momentum intervalley scattering dominates and shortens depolarization by 3-4 times.

Reviewed by Pith at T0; open to challenge. T0 means a machine referee read the full paper against a public rubric. the ladder, T0–T4 →

T0 review · grok-4.5

2026-07-10 06:48 UTC pith:2YKD4CFM

load-bearing objection Solid first-principles density-matrix work that places realistic MoS2 outside the DP regime and shows full-BZ intervalley scattering dominates; the basis-dependence of Lindblad is a useful methodological warning. the 2 major comments →

arxiv 2607.08479 v1 pith:2YKD4CFM submitted 2026-07-09 cond-mat.mtrl-sci

Exciton valley depolarization in monolayer MoS2: non-Markovian quantum dynamics, intervalley scattering, and the breakdown of the Dyakonov-Perel mechanism

classification cond-mat.mtrl-sci
keywords valley depolarizationDyakonov-Perel mechanismexciton-phonon scatteringmonolayer MoS2non-Markovian dynamicsNEGFGKBAintervalley scattering
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

Valleytronics in monolayer MoS2 and related materials relies on how long a valley polarization lasts after circularly polarized light creates it. The standard story is the Dyakonov-Perel (or Maialle-Silva-Sham) mechanism: an exchange interaction makes the valley pseudospin precess, but frequent small-momentum phonon scattering continually resets the precession axis and thereby slows the loss of polarization (motional narrowing). This paper shows that picture does not hold for realistic couplings. Using a first-principles nonequilibrium exciton Green’s-function method closed by the generalized Kadanoff-Baym ansatz, the authors treat exchange-driven precession and exciton-phonon scattering on equal footing over the whole Brillouin zone. Even when they restrict the calculation to the small-momentum region most favorable to Dyakonov-Perel physics, the physical scattering rate is too low to enter the motional-narrowing regime. Once large-momentum excitons are restored, intervalley phonon scattering becomes the main depolarization channel and shortens the valley lifetime by a factor of three to four relative to zone-center-only models. The calculated times are about 50 fs at room temperature and 130 fs at 10 K, matching several ultrafast experiments. The same calculations also reveal that a popular Markovian Lindblad collision integral is basis-dependent and can artificially push the dynamics toward a Dyakonov-Perel interpretation when written in the valley-pseudospin basis used by earlier models.

Core claim

Even in the small-momentum regime most favorable to Dyakonov-Perel physics, realistic exciton-phonon scattering is too weak to produce the motional narrowing that defines that regime. When excitons throughout the Brillouin zone are included, large-momentum intervalley phonon scattering becomes the dominant valley-relaxation pathway and shortens the depolarization time by a factor of three to four relative to models that keep only intravalley processes.

What carries the argument

The exciton density matrix evolved under a first-principles nonequilibrium Green’s-function collision integral closed by the generalized Kadanoff-Baym ansatz (GKBA). The GKBA memory kernel treats exchange precession and phonon scattering on equal footing, remains covariant under basis change, and retains non-Markovian off-shell processes that a Lindblad collision integral discards.

Load-bearing premise

The collision integral is closed by the generalized Kadanoff-Baym ansatz together with a fixed numerical broadening of 10 meV in the exciton propagator; if that memory kernel or the off-shell weight is poorly approximated, the relative strength of intervalley versus intravalley channels can change.

What would settle it

A broadband femtosecond circular-dichroism or four-wave-mixing measurement on monolayer MoS2 that resolves the initial ~50 fs transient and shows either clear under-damped exchange precession (DP signature) or a depolarization time that lengthens when phonon scattering is increased, would contradict the claim that the system sits outside the DP regime.

Watch this falsifier — get emailed when new claim-graph text bears on it.

If this is right

  • Valley-lifetime engineering in MoS2-family monolayers should target intervalley phonon scattering rather than the strength of the exchange field or defect density.
  • Prior model analyses restricted to the light cone that inferred Dyakonov-Perel behavior must be re-examined once full-zone intervalley channels are restored.
  • Markovian Lindblad treatments written in the valley-pseudospin basis systematically overestimate equilibration and can produce spurious motional-narrowing signatures.
  • Non-Markovian high-energy population oscillations predicted in the first ~50 fs become a concrete target for attosecond spectroscopy of excitons.
  • The NEGF+GKBA exciton density-matrix method supplies a parameter-free route to ultrafast valley and spin dynamics in other two-dimensional semiconductors.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

  • If the same full-zone GKBA machinery is applied to WSe2 or WS2, the relative weight of intervalley phonon scattering versus residual exchange precession should vary systematically with the phonon gap and the exchange splitting, offering a materials-design rule for valley lifetime.
  • The elevated long-time Bose temperature (~850 K) produced by the numerical broadening suggests that future calculations with energy-dependent self-energies could further lengthen the predicted low-temperature lifetimes and improve quantitative match to experiment.
  • The demonstrated basis dependence of Lindblad dynamics implies that any electron or exciton density-matrix study of spin or valley relaxation that adopts a Markovian collision integral should be re-checked for covariance under the natural pseudospin transformation.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit.

Referee Report

2 major / 5 minor

Summary. The manuscript develops a first-principles exciton density-matrix framework (NEGF+GKBA, with a parallel Lindblad formulation) for valley depolarization in monolayer MoS2, treating intervalley exchange and exciton-phonon scattering on equal footing over the full Brillouin zone. Through a four-state model, a small-Q patch, and full-BZ simulations, the authors argue that realistic intravalley exciton-phonon coupling is too weak to place the system in the Dyakonov-Perel (motional-narrowing) regime, even near the light cone; once large-Q intervalley phonon scattering is restored, it becomes the dominant channel and shortens depolarization by a factor of 3-4. They report valley depolarization/decoherence times of ~50 fs at 300 K and ~130 fs at 10 K, demonstrate basis dependence of the Markovian Lindblad collision integral (especially in the valley-pseudospin basis), and identify non-Markovian transients unique to GKBA.

Significance. If the central claim holds, the work revises a widely used interpretation of ultrafast valley relaxation in monolayer TMDs: DP/MSS motional narrowing is not the operative mechanism under realistic ab initio couplings, and large-momentum intervalley exciton-phonon scattering dominates. The methodological contribution is substantial: a covariant NEGF+GKBA exciton density-matrix approach with G1-G2 reformulation, first-principles BSE/DFPT/EPW inputs, and an explicit demonstration that Lindblad dynamics in the valley-pseudospin basis can spuriously favor a DP reading. The temperature series and comparison to selected ultrafast measurements (four-wave mixing, helicity-resolved TA) provide falsifiable timescales. These strengths make the paper of clear interest to the valleytronics and ultrafast 2D materials communities.

major comments (2)
  1. [Sec. II A, Eqs. 4-5; Sec. IV, Fig. 6] Sec. II A (Eqs. 4-5) and Sec. IV (Fig. 6 and surrounding text): the Wigner-Weisskopf propagator uses a fixed broadening η = 10 meV (20 meV Lorentzian), which the authors themselves note elevates the long-time exciton distribution to an effective ~850 K Bose temperature. Because this choice controls both the off-shell weight of the memory kernel and the effective scattering phase space, a quantitative sensitivity check (smaller η, or a statement of how the 3-4 imes full-BZ shortening and the absence of motional narrowing at s = 1 change with η) is needed to confirm that the regime assignment is not an artifact of the numerical closure. The agreement between Lindblad-helical and GKBA is reassuring but does not fully replace that test, since both share related energy-broadening approximations.
  2. [Sec. IV, Fig. 7] Sec. IV and Fig. 7: the calculated MoS2 depolarization/decoherence times (~50 fs at 300 K, ~130 fs at 10 K) are compared primarily to ultrafast data on monolayer WSe2 (four-wave mixing ~100 fs at 10 K; helicity-resolved TA ~100 fs). Material differences (phonon spectrum, exchange splitting, satellite valleys) can shift absolute rates. The manuscript should either provide a clearer transferability argument or state more prominently that the comparison is qualitative and that MoS2-specific ultrafast valley data would be the proper benchmark.
minor comments (5)
  1. [Figs. 3-4] Fig. 3(a) and Fig. 4(e): the horizontal axis is labeled 'scattering rate' extracted from early-time populations; a brief formula or definition in the caption or text would make the DP-crossover plots fully reproducible.
  2. [Sec. III B, Sec. IV] Sec. III B / Fig. 4: numerical instabilities and loss of positivity for s > 3 (small-Q) and s > 1.5 (full BZ) are noted; a short remark on whether this is a known GKBA limitation or a grid/band truncation effect would help readers assess the scaling analysis.
  3. [Sec. IV] When full-BZ intervalley scattering is active, valley quantum numbers become ill-defined for large-Q states. The continued use of 'strong precession regime' language (vs. simply scattering-dominated depolarization) could be clarified in one or two sentences in Sec. IV.
  4. [Throughout] Typographical/notation: 'trasnfers' (Sec. II A), 'exction-phonon' (Sec. III A), and occasional spacing issues in figure labels (e.g., 'INTRA V ALLEY') should be cleaned in production.
  5. [Appendix I] Appendix I: the G1-G2 auxiliary-matrix equations are valuable; a one-line statement of memory cost scaling with number of Q-points/bands would help groups wishing to reproduce the full-BZ runs.

Circularity Check

0 steps flagged

No significant circularity: valley times and DP-regime assignment are computed ab initio from BSE/DFPT/EPW inputs and compared post-hoc to experiment; self-citations supply only the exciton-phonon infrastructure.

full rationale

The central claims (realistic e-ph coupling too weak for DP motional narrowing even in the small-Q patch; full-BZ intervalley scattering shortens depolarization 3–4 imes; ~50 fs/130 fs times) are obtained by direct numerical integration of the exciton density-matrix EOM (Eq. 2) with either the Lindblad collision integral (Eq. 3) or the GKBA integral (Eq. 4) whose microscopic ingredients—EnQ, Gnmν(Q,q), phonon frequencies—are taken from independent first-principles BSE, DFPT and EPW calculations (Sec. II C). No parameter is fitted to the experimental valley lifetimes that are later cited for comparison (Fig. 7). Scaling the coupling by a factor s is an exploratory probe of regimes, not a fit. The Lindblad-versus-GKBA and spin-versus-helical comparisons are internal consistency tests that expose basis dependence and non-Markovian transients; they do not presuppose the DP-breakdown conclusion. Prior self-citations (e.g., Chan et al. Nano Lett. 2023, Phys. Rev. B 2025) furnish the computational pipeline and equilibrium exciton-phonon matrix elements but do not encode or force the dynamical regime assignment. The only numerical choice that could be viewed as mildly self-referential is the fixed Wigner-Weisskopf broadening η = 10 meV, which elevates the long-time Bose temperature; the paper itself shows that both closures still agree on the absence of DP upturn at s = 1 and on the dominance of large-Q scattering, so the artifact is not load-bearing. Hence the derivation chain is self-contained against external benchmarks and free of the six circularity patterns.

Axiom & Free-Parameter Ledger

4 free parameters · 5 axioms · 0 invented entities

The central claim rests on standard many-body approximations (GKBA, Fan self-energy, equilibrium phonon bath) plus a handful of numerical choices (broadening, band truncation, grid) that are not fitted to the target depolarization times. No new particles or forces are postulated; the method re-uses existing BSE+DFPT infrastructure.

free parameters (4)
  • Lorentzian / Wigner-Weisskopf broadening η = 10 meV (η)
    Fixed at 10 meV (20 meV Lorentzian) for all dynamics; controls off-shell weight, numerical stability and the inflated final effective temperature (~850 K).
  • Exciton-phonon coupling scale factor s = s = 1 (physical); s up to 7 (regime map)
    Artificially multiplied to map the DP crossover; not fitted to experiment, but the physical claim is made at the unscaled value s = 1.
  • Number of exciton bands and Q-grid = 4 bands, 48×48
    Four lowest bands on a 48×48 COM grid (and 0.15 Å^{-1} small-Q patch) truncate the Hilbert space; convergence is asserted but not exhaustively quantified for the depolarization time.
  • Time-step and integration scheme = 0.5 fs
    0.5 fs fourth-order Runge-Kutta; affects short-time non-Markovian oscillations.
axioms (5)
  • domain assumption Generalized Kadanoff-Baym ansatz closes the two-time hierarchy, allowing a density-matrix equation with memory kernel.
    Invoked in Sec. II A and Appendix I; standard in NEGF transport but uncontrolled for strong exciton-phonon coupling.
  • domain assumption Exciton-phonon self-energy is restricted to the Fan diagram; higher-order vertex corrections are omitted.
    Stated in Sec. II A; the paper notes that GKBA may embed some higher-order effects but does not quantify them.
  • domain assumption Phonons remain an equilibrium Bose bath at fixed temperature; phonon dynamics and hot-phonon feedback are neglected.
    Explicit in the collision integrals (Eqs. 3–4) and computational details.
  • ad hoc to paper Wigner-Weisskopf form for retarded/advanced exciton propagators with constant imaginary part η.
    Eq. 5; converts the memory integral into a tractable form but introduces the artificial final temperature.
  • domain assumption Exciton Hamiltonian and matrix elements obtained from GW-BSE + DFPT are sufficiently accurate for the low-energy A exciton manifold.
    Sec. II C; parameters taken from prior work of the same groups.

pith-pipeline@v1.1.0-grok45 · 24735 in / 3583 out tokens · 49383 ms · 2026-07-10T06:48:45.205901+00:00 · methodology

0 comments
read the original abstract

In monolayer transition metal dichalcogenides, exciton valley relaxation is typically attributed to the Dyakonov-Perel (DP) mechanism, where frequent intravalley scattering with phonons or defects suppresses the intervalley exchange-induced precession and the role of intervalley scattering is considered secondary. Employing a first-principles nonequilibrium exciton Green's function (NEGF) approach with the generalized Kadanoff-Baym ansatz (GKBA), which treats exchange-driven precession and exciton-phonon scattering on an equal footing across the full Brillouin zone, we demonstrate that even in the small momentum regime most favorable to DP physics, realistic exciton-phonon scattering is too weak to induce the motional narrowing that defines the DP regime. Upon accounting for excitons across the entire Brillouin zone, large momentum intervalley scattering becomes the dominant pathway for valley relaxation, shortening the depolarization by a factor of 3-4 relative to intravalley-only models. We find that valley depolarization and decoherence time are approximately 50 fs at 300 K and lengthen to 130 fs at 10 K. By comparing our results with a Lindblad-type collision framework, we explicitly demonstrate the role of non-Markovian effects and reveal that the Markovian Lindblad framework is highly basis dependent. In the valley-pseudospin basis underlying prior analyses, the Lindblad approach artificially amplifies scattering-induced equilibration, biasing the dynamics toward a DP interpretation. Our study provides a comprehensive picture of valley relaxation, and establishes the exciton density matrix approach derived from NEGF+GKBA as a powerful tool for investigating ultrafast exciton dynamics.

Figures

Figures reproduced from arXiv: 2607.08479 by Diana Y. Qiu, Felipe H. da Jornada, Jonah B. Haber, Mit H. Naik, Yang-hao Chan.

Figure 1
Figure 1. Figure 1: FIG. 1. (a) Schematic representation of scattering pro [PITH_FULL_IMAGE:figures/full_fig_p005_1.png] view at source ↗
Figure 2
Figure 2. Figure 2: FIG. 2. (a) Four exciton states selected from the exciton bands define the four-state model. [PITH_FULL_IMAGE:figures/full_fig_p006_2.png] view at source ↗
Figure 3
Figure 3. Figure 3: FIG. 3. (a) Depolarization time as a function of scattering rate from the simulations of the four approaches. The shaded [PITH_FULL_IMAGE:figures/full_fig_p007_3.png] view at source ↗
Figure 4
Figure 4. Figure 4: FIG. 4. (a) Two dimensional exciton energy dispersion near center-of-mass momentum, [PITH_FULL_IMAGE:figures/full_fig_p008_4.png] view at source ↗
Figure 5
Figure 5. Figure 5: FIG. 5. (a) Exciton energy dispersion along the high symmetry path. States at Γ and [PITH_FULL_IMAGE:figures/full_fig_p009_5.png] view at source ↗
Figure 6
Figure 6. Figure 6: FIG. 6. (a)-(e) and (f)-(j) display snapshots of exciton distribution functions obtained from GKBA and Lindblad dynamics, [PITH_FULL_IMAGE:figures/full_fig_p011_6.png] view at source ↗
Figure 7
Figure 7. Figure 7: FIG. 7. (a) Depolarization and (b) decoherence time as a [PITH_FULL_IMAGE:figures/full_fig_p012_7.png] view at source ↗
Figure 8
Figure 8. Figure 8: FIG. 8. Temperature-dependent valley dynamics. Computed valley depolarization (panels a, b) and decoherence (panels c, d) [PITH_FULL_IMAGE:figures/full_fig_p015_8.png] view at source ↗

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.

Reference graph

Works this paper leans on

88 extracted references · 88 canonical work pages · 1 internal anchor

  1. [1]

    , title =

    Mak, Kin Fai and He, Keliang and Shan, Jie and Heinz, Tony F. , title =. Nature Nanotechnology , year =

  2. [2]

    Nature Nanotechnology , year =

    Zeng, Hualing and Dai, Junfeng and Yao, Wang and Xiao, Di and Cui, Xiaodong , title =. Nature Nanotechnology , year =

  3. [3]

    npj 2D Materials and Applications , year =

    Mueller, Thomas and Malic, Ermin , title =. npj 2D Materials and Applications , year =

  4. [4]

    , title =

    Xu, Xiaodong and Yao, Wang and Xiao, Di and Heinz, Tony F. , title =. Nature Physics , year =

  5. [5]

    and Yu, Hongyi and Clark, Genevieve and Rivera, Pasqual and Ross, Jason S

    Schaibley, John R. and Yu, Hongyi and Clark, Genevieve and Rivera, Pasqual and Ross, Jason S. and Seyler, Kyle L. and Yao, Wang and Xu, Xiaodong , title =. Nature Reviews Materials , year =

  6. [6]

    Reports on Progress in Physics , abstract =

    Zhao, Siwen and Li, Xiaoxi and Dong, Baojuan and Wang, Huide and Wang, Hanwen and Zhang, Yupeng and Han, Zheng and Zhang, Han , title =. Reports on Progress in Physics , abstract =. 2021 , month =. doi:10.1088/1361-6633/abdb98 , url =

  7. [7]

    and Bouet, L

    Sallen, G. and Bouet, L. and Marie, X. and Wang, G. and Zhu, C. R. and Han, W. P. and Lu, Y. and Tan, P. H. and Amand, T. and Liu, B. L. and Urbaszek, B. , journal =. Robust optical emission polarization in MoS. 2012 , month =. doi:10.1103/PhysRevB.86.081301 , url =

  8. [8]

    and da Jornada, Felipe H

    Qiu, Diana Y. and da Jornada, Felipe H. and Louie, Steven G. , journal =. Optical Spectrum of. 2013 , month =. doi:10.1103/PhysRevLett.111.216805 , url =

  9. [9]

    and Hill, Heather M

    Chernikov, Alexey and Berkelbach, Timothy C. and Hill, Heather M. and Rigosi, Albert and Li, Yilei and Aslan, Ozgur Burak and Reichman, David R. and Hybertsen, Mark S. and Heinz, Tony F. , journal =. Exciton Binding Energy and Nonhydrogenic Rydberg Series in Monolayer

  10. [10]

    Achieving the Scaling Limit for Nonequilibrium Green Functions Simulations , author =. Phys. Rev. Lett. , volume =. 2020 , month =. doi:10.1103/PhysRevLett.124.076601 , url =

  11. [11]

    Theory of exciton-phonon coupling , author =. Phys. Rev. B , volume =. 2022 , month =. doi:10.1103/PhysRevB.105.085111 , url =

  12. [12]

    Exciton-Phonon Interaction and Relaxation Times from First Principles , author =. Phys. Rev. Lett. , volume =. 2020 , month =. doi:10.1103/PhysRevLett.125.107401 , url =

  13. [13]

    , title =

    Rohlfing, Michael and Louie, Steven G. , title =. Phys. Rev. B , year =. doi:10.1103/PhysRevB.62.4927 , issue =

  14. [14]

    and Jain, Manish and Cohen, Marvin L

    Deslippe, Jack and Samsonidze, Georgy and Strubbe, David A. and Jain, Manish and Cohen, Marvin L. and Louie, Steven G. , title =. Computer Physics Communications , year =

  15. [15]

    and Louie, Steven G

    Hybertsen, Mark S. and Louie, Steven G. , title =. Phys. Rev. B , year =. doi:10.1103/PhysRevB.34.5390 , issue =

  16. [16]

    Journal of Physics: Condensed Matter , Year =

    QUANTUM ESPRESSO: a modular and open-source software project for quantum simulations of materials , Author =. Journal of Physics: Condensed Matter , Year =

  17. [17]

    Generalized Gradient Approximation Made Simple , Author =. Phys. Rev. Lett. , Year =. doi:10.1103/PhysRevLett.77.3865 , Issue =

  18. [18]

    Self-interaction correction to density-functional approximations for many-electron systems , Author =. Phys. Rev. B , Year =. doi:10.1103/PhysRevB.23.5048 , Issue =

  19. [19]

    Poncé and E.R

    S. Poncé and E.R. Margine and C. Verdi and F. Giustino , keywords =. EPW: Electron–phonon coupling, transport and superconducting properties using maximally localized Wannier functions , journal =. 2016 , issn =. doi:https://doi.org/10.1016/j.cpc.2016.07.028 , url =

  20. [20]

    Electron-phonon interaction using Wannier functions , author =. Phys. Rev. B , volume =. 2007 , month =. doi:10.1103/PhysRevB.76.165108 , url =

  21. [21]

    Nature Communications , year =

    Cao, Ting and Wang, Gang and Han, Wenpeng and Ye, Huiqi and Zhu, Chuanrui and Shi, Junren and Niu, Qian and Tan, Pingheng and Wang, Enge and Liu, Baoli and Feng, Ji , title =. Nature Communications , year =

  22. [22]

    Coupled Spin and Valley Physics in Monolayers of

    Xiao, Di and Liu, Gui-Bin and Feng, Wanxiang and Xu, Xiaodong and Yao, Wang , journal =. Coupled Spin and Valley Physics in Monolayers of. 2012 , month =. doi:10.1103/PhysRevLett.108.196802 , url =

  23. [23]

    Nonequilibrium Many-Body Theory of Quantum Systems: A Modern Introduction , DOI=

    Stefanucci, Gianluca and van Leeuwen, Robert , year=. Nonequilibrium Many-Body Theory of Quantum Systems: A Modern Introduction , DOI=

  24. [24]

    Quantum Kinetics in Transport and Optics of Semiconductors , DOI=

    Haug, Hartmut and Jauho, Antti-Pekka , year=. Quantum Kinetics in Transport and Optics of Semiconductors , DOI=

  25. [25]

    and Naik, Mit H

    Chan, Yang-hao and Haber, Jonah B. and Naik, Mit H. and Neaton, Jeffrey B. and Qiu, Diana Y. and da Jornada, Felipe H. and Louie, Steven G. , title =. Nano Lett. , year =. doi:10.1021/acs.nanolett.3c00732 , publisher =

  26. [26]

    First-principles ultrafast exciton dynamics and time-domain spectroscopies: Dark-exciton mediated valley depolarization in monolayer

    Chen, Hsiao-Yi and Sangalli, Davide and Bernardi, Marco , journal =. First-principles ultrafast exciton dynamics and time-domain spectroscopies: Dark-exciton mediated valley depolarization in monolayer. 2022 , month =. doi:10.1103/PhysRevResearch.4.043203 , url =

  27. [27]

    Colloquium: Excitons in atomically thin transition metal dichalcogenides , author =. Rev. Mod. Phys. , volume =. 2018 , month =. doi:10.1103/RevModPhys.90.021001 , url =

  28. [28]

    and Kim, Ki Wook and Cao, Linyou and Gundogdu, Kenan , title =

    Mai, Cong and Barrette, Andrew and Yu, Yifei and Semenov, Yuriy G. and Kim, Ki Wook and Cao, Linyou and Gundogdu, Kenan , title =. Nano Lett. , year =. doi:10.1021/nl403742j , publisher =

  29. [29]

    Nano Lett

    Schmidt, Robert and Berghäuser, Gunnar and Schneider, Robert and Selig, Malte and Tonndorf, Philipp and Malić, Ermin and Knorr, Andreas and Michaelis de Vasconcellos, Steffen and Bratschitsch, Rudolf , title =. Nano Lett. , year =. doi:10.1021/acs.nanolett.5b04733 , publisher =

  30. [30]

    Nature Communications , year =

    Berghäuser, Gunnar and Bernal-Villamil, Ivan and Schmidt, Robert and Schneider, Robert and Niehues, Iris and Erhart, Paul and Michaelis de Vasconcellos, Steffen and Bratschitsch, Rudolf and Knorr, Andreas and Malic, Ermin , title =. Nature Communications , year =

  31. [31]

    and Li, Xiaoqin , title =

    Hao, Kai and Moody, Galan and Wu, Fengcheng and Dass, Chandriker Kavir and Xu, Lixiang and Chen, Chang-Hsiao and Sun, Liuyang and Li, Ming-Yang and Li, Lain-Jong and MacDonald, Allan H. and Li, Xiaoqin , title =. Nature Physics , year =

  32. [32]

    and Bouet, L

    Lagarde, D. and Bouet, L. and Marie, X. and Zhu, C. R. and Liu, B. L. and Amand, T. and Tan, P. H. and Urbaszek, B. , journal =. Carrier and Polarization Dynamics in Monolayer. 2014 , month =. doi:10.1103/PhysRevLett.112.047401 , url =

  33. [33]

    Zhu, C. R. and Zhang, K. and Glazov, M. and Urbaszek, B. and Amand, T. and Ji, Z. W. and Liu, B. L. and Marie, X. , journal =. Exciton valley dynamics probed by Kerr rotation in. 2014 , month =. doi:10.1103/PhysRevB.90.161302 , url =

  34. [34]

    and Barrette, Andrew and Yu, Yifei and Jin, Zhenghe and Cao, Linyou and Kim, Ki Wook and Gundogdu, Kenan , journal =

    Mai, Cong and Semenov, Yuriy G. and Barrette, Andrew and Yu, Yifei and Jin, Zhenghe and Cao, Linyou and Kim, Ki Wook and Gundogdu, Kenan , journal =. Exciton valley relaxation in a single layer of. 2014 , month =. doi:10.1103/PhysRevB.90.041414 , url =

  35. [35]

    and Bottegoni, F

    Dal Conte, S. and Bottegoni, F. and Pogna, E. A. A. and De Fazio, D. and Ambrogio, S. and Bargigia, I. and D'Andrea, C. and Lombardo, A. and Bruna, M. and Ciccacci, F. and Ferrari, A. C. and Cerullo, G. and Finazzi, M. , journal =. Ultrafast valley relaxation dynamics in monolayer. 2015 , month =. doi:10.1103/PhysRevB.92.235425 , url =

  36. [36]

    Nature Communications , year =

    Xu, Junqing and Habib, Adela and Kumar, Sushant and Wu, Feng and Sundararaman, Ravishankar and Ping, Yuan , title =. Nature Communications , year =

  37. [37]

    Nano Lett

    Xu, Shengnan and Si, Chen and Li, Yang and Gu, Bing-Lin and Duan, Wenhui , title =. Nano Lett. , year =. doi:10.1021/acs.nanolett.0c04670 , publisher =

  38. [38]

    npj 2D Materials and Applications , year =

    Dogadov, Oleg and Mittenzwey, Henry and Bertolotti, Micol and Olsen, Nicholas and Deckert, Thomas and Trovatello, Chiara and Zhu, Xiaoyang and Brida, Daniele and Cerullo, Giulio and Knorr, Andreas and Dal Conte, Stefano , title =. npj 2D Materials and Applications , year =

  39. [39]

    and Wang, Yuanxi and Mignuzzi, Sandro and Roy, Debdulal and Terrones, Mauricio and Fantini, Cristiano and Crespi, Vincent H

    Carvalho, Bruno R. and Wang, Yuanxi and Mignuzzi, Sandro and Roy, Debdulal and Terrones, Mauricio and Fantini, Cristiano and Crespi, Vincent H. and Malard, Leandro M. and Pimenta, Marcos A. , title =. Nature Communications , year =

  40. [40]

    Ultrafast dynamics in monolayer transition metal dichalcogenides: Interplay of dark excitons, phonons, and intervalley exchange , author =. Phys. Rev. Res. , volume =. 2019 , month =. doi:10.1103/PhysRevResearch.1.022007 , url =

  41. [41]

    and Wu, M

    Yu, T. and Wu, M. W. , journal =. Valley depolarization due to intervalley and intravalley electron-hole exchange interactions in monolayer. 2014 , month =. doi:10.1103/PhysRevB.89.205303 , url =

  42. [42]

    Spin Orientation of Electrons Associated with the Interband Absorption of Light in Semiconductors , author =. Zh. Eksp. Teor. Fiz. [Sov. Phys. JETP 33, 1053 (1971) , volume =. 1971 , month =. doi:, url =

  43. [43]

    Exciton spin dynamics in quantum wells , author =. Phys. Rev. B , volume =. 1993 , month =. doi:10.1103/PhysRevB.47.15776 , url =

  44. [44]

    and Marini, Andrea and Cerullo, Giulio and Dal Conte, Stefano , title =

    Wang, Zilong and Molina-Sánchez, Alejandro and Altmann, Patrick and Sangalli, Davide and De Fazio, Domenico and Soavi, Giancarlo and Sassi, Ugo and Bottegoni, Federico and Ciccacci, Franco and Finazzi, Marco and Wirtz, Ludger and Ferrari, Andrea C. and Marini, Andrea and Cerullo, Giulio and Dal Conte, Stefano , title =. Nano Lett. , year =. doi:10.1021/ac...

  45. [45]

    , title =

    Ye, Ziliang and Sun, Dezheng and Heinz, Tony F. , title =. Nature Physics , year =

  46. [46]

    and Heydrich, S

    Korn, T. and Heydrich, S. and Hirmer, M. and Schmutzler, J. and Schüller, C. , title =. Appl. Phys. Lett. , year =

  47. [47]

    and Palleau, E

    Wang, G. and Palleau, E. and Amand, T. and Tongay, S. and Marie, X. and Urbaszek, B. , title =. Appl. Phys. Lett. , year =

  48. [48]

    and Martin, Eric W

    Purz, Torben L. and Martin, Eric W. and Holtzmann, William G. and Rivera, Pasqual and Alfrey, Adam and Bates, Kelsey M. and Deng, Hui and Xu, Xiaodong and Cundiff, Steven T. , title =. J. Chem. Phys. , year =. doi:10.1063/5.0087544 , publisher =

  49. [49]

    ACS Nano , year =

    Jakubczyk, Tomasz and Nayak, Goutham and Scarpelli, Lorenzo and Liu, Wei-Lai and Dubey, Sudipta and Bendiab, Nedjma and Marty, Laëtitia and Taniguchi, Takashi and Watanabe, Kenji and Masia, Francesco and Nogues, Gilles and Coraux, Johann and Langbein, Wolfgang and Renard, Julien and Bouchiat, Vincent and Kasprzak, Jacek , title =. ACS Nano , year =. doi:1...

  50. [50]

    ACS Nano , year =

    Wang, Qinsheng and Ge, Shaofeng and Li, Xiao and Qiu, Jun and Ji, Yanxin and Feng, Ji and Sun, Dong , title =. ACS Nano , year =. doi:10.1021/nn405419h , publisher =

  51. [51]

    Exciton fine structure and spin decoherence in monolayers of transition metal dichalcogenides , author =. Phys. Rev. B , volume =. 2014 , month =. doi:10.1103/PhysRevB.89.201302 , url =

  52. [52]

    Saidi and Xinguo Ren and Jin Zhao , title =

    Xiang Jiang and Qijing Zheng and Zhenggang Lan and Wissam A. Saidi and Xinguo Ren and Jin Zhao , title =. Science Advances , volume =. 2021 , doi =. https://www.science.org/doi/pdf/10.1126/sciadv.abf3759 , abstract =

  53. [53]

    Nano Lett

    Molina-Sánchez, Alejandro and Sangalli, Davide and Wirtz, Ludger and Marini, Andrea , title =. Nano Lett. , year =. doi:10.1021/acs.nanolett.7b00175 , publisher =

  54. [54]

    Dyakonov-Perel spin relaxation for degenerate electrons in the electron-hole liquid , author =. Phys. Rev. B , volume =. 2011 , month =. doi:10.1103/PhysRevB.83.155205 , url =

  55. [55]

    Generalized Kadanoff-Baym ansatz for deriving quantum transport equations , author =. Phys. Rev. B , volume =. 1986 , month =. doi:10.1103/PhysRevB.34.6933 , url =

  56. [56]

    Ab initio ultrafast spin dynamics in solids , author =. Phys. Rev. B , volume =. 2021 , month =. doi:10.1103/PhysRevB.104.184418 , url =

  57. [57]

    Derivation of nonlinear single-particle equations via many-body Lindblad superoperators: A density-matrix approach , author =. Phys. Rev. B , volume =. 2014 , month =. doi:10.1103/PhysRevB.90.125140 , url =

  58. [58]

    The European Physical Journal B , year =

    Iotti, Rita Claudia and Rossi, Fausto , title =. The European Physical Journal B , year =

  59. [59]

    and Naik, Mit H

    Chan, Yang-hao and Haber, Jonah B. and Naik, Mit H. and Louie, Steven G. and Neaton, Jeffrey B. and da Jornada, Felipe H. and Qiu, Diana Y. , journal =. Exciton thermalization dynamics in monolayer. 2025 , month =. doi:10.1103/PhysRevB.111.184305 , url =

  60. [60]

    Many-body theory of phonon-induced spin relaxation and decoherence , author =. Phys. Rev. B , volume =. 2022 , month =. doi:10.1103/PhysRevB.106.174404 , url =

  61. [61]

    Nonanalyticity, Valley Quantum Phases, and Lightlike Exciton Dispersion in Monolayer Transition Metal Dichalcogenides: Theory and First-Principles Calculations , author =. Phys. Rev. Lett. , volume =. 2015 , month =. doi:10.1103/PhysRevLett.115.176801 , url =

  62. [62]

    and Lucarelli, Giacinto D

    Lucchini, Matteo and Sato, Shunsuke A. and Lucarelli, Giacinto D. and Moio, Bruno and Inzani, Giacomo and Borrego-Varillas, Rocío and Frassetto, Fabio and Poletto, Luca and Hübener, Hannes and De Giovannini, Umberto and Rubio, Angel and Nisoli, Mauro , title =. Nature Communications , year =

  63. [63]

    Schumacher and S

    Z. Schumacher and S. A. Sato and S. Neb and A. Niedermayr and L. Gallmann and A. Rubio and U. Keller , title =. Proceedings of the National Academy of Sciences , year =. doi:10.1073/pnas.2221725120 , eprint =

  64. [64]

    Journal of Physics: Conference Series , abstract =

    Marini, Andrea , title =. Journal of Physics: Conference Series , abstract =. 2013 , month =. doi:10.1088/1742-6596/427/1/012003 , url =

  65. [65]

    Nano Lett

    Perfetto, Enrico and Stefanucci, Gianluca , title =. Nano Lett. , year =. doi:10.1021/acs.nanolett.3c01772 , publisher =

  66. [66]

    Qiu and Felipe H

    Diana Y. Qiu and Felipe H. da Jornada and Steven G. Louie , title =. Phys. Rev. B , volume =

  67. [67]

    2024 , publisher=

    Gianluca Stefanucci and Enrico Perfetto , journal=. 2024 , publisher=. doi:10.21468/SciPostPhys.16.3.073 , url=

  68. [68]

    Hamann, D. R. , title =. Phys. Rev. B , year =. doi:10.1103/PhysRevB.88.085117 , issue =

  69. [69]

    Computer Physics Communications , year =

    Schlipf, Martin and Gygi, François , title =. Computer Physics Communications , year =

  70. [70]

    Nonuniform sampling schemes of the Brillouin zone for many-electron perturbation-theory calculations in reduced dimensionality , author =. Phys. Rev. B , volume =. 2017 , month =. doi:10.1103/PhysRevB.95.035109 , url =

  71. [71]

    2D Materials , year =

    Deilmann, Thorsten and Thygesen, Kristian Sommer , title =. 2D Materials , year =

  72. [72]

    Venu and Kumar, Rajesh and Vengurlekar, A

    Gopal, A. Venu and Kumar, Rajesh and Vengurlekar, A. S. and Bosacchi, A. and Franchi, S. and Pfeiffer, L. N. , title =. Journal of Applied Physics , year =. doi:10.1063/1.372104 , publisher =

  73. [73]

    The Journal of Physical Chemistry Letters , author =

    Exciton–. The Journal of Physical Chemistry Letters , author =. 2021 , note =. doi:10.1021/acs.jpclett.1c00264 , number =

  74. [74]

    Quantum theory of phonon-assisted exciton formation and luminescence in semiconductor quantum wells , author =. Phys. Rev. B , volume =. 2000 , month =. doi:10.1103/PhysRevB.62.2706 , url =

  75. [75]

    Theory of ultrafast phenomena in photoexcited semiconductors , author =. Rev. Mod. Phys. , volume =. 2002 , month =. doi:10.1103/RevModPhys.74.895 , url =

  76. [76]

    Phonons and related crystal properties from density-functional perturbation theory , author =. Rev. Mod. Phys. , volume =. 2001 , month =. doi:10.1103/RevModPhys.73.515 , url =

  77. [77]

    Ab initio calculation of phonon dispersions in semiconductors , author =. Phys. Rev. B , volume =. 1991 , month =. doi:10.1103/PhysRevB.43.7231 , url =

  78. [78]

    Phonon-mediated exciton relaxation in two-dimensional semiconductors: selection rules and relaxation pathways

    Zhang, Xiao-Wei and Xie, Kaichen and Wang, En-Ge and Cao, Ting and Li, Xin-Zheng , title =. 2021, 2110.08873. arXiv. https://arxiv.org/abs/2110.08873 (accessed April, 2023) , year =. doi:, publisher =

  79. [79]

    Journal of Physics: Condensed Matter , year =

    Zhang, Xiao-Wei and Cao, Ting , title =. Journal of Physics: Condensed Matter , year =

  80. [80]

    and Cerullo, Giulio and Brixner, Tobias , title =

    Li, Donghai and Trovatello, Chiara and Dal Conte, Stefano and Nuß, Matthias and Soavi, Giancarlo and Wang, Gang and Ferrari, Andrea C. and Cerullo, Giulio and Brixner, Tobias , title =. Nature Communications , year =

Showing first 80 references.