Charge order on a triangular lattice with Mott physics and arbitrary charge density
Pith reviewed 2026-05-20 08:34 UTC · model grok-4.3
The pith
The extended Hubbard model on a triangular lattice produces a rich phase diagram featuring distinct pinball-liquid phases, order-changing transitions, and strong particle-hole asymmetry when solved with dynamical mean-field theory.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
By including intersite nearest-neighbor interactions in the extended Hubbard model and solving it with dynamical mean-field theory, the authors obtain a very rich phase diagram on the triangular lattice. This diagram contains pinball-liquid phases of two kinds, charge-transfer-driven and Mott-localization-driven, together with phase transitions whose order changes from discontinuous to continuous with evolving model parameters and a pronounced particle-hole asymmetry. Mean-field approximation and atomic-limit results largely anticipate the diagram layout, but dynamical mean-field theory additionally locates a small intermediate metallic phase on the electron-doped side.
What carries the argument
The extended Hubbard model with nearest-neighbor repulsion, solved via dynamical mean-field theory that self-consistently treats local correlations while allowing charge ordering on the frustrated triangular lattice.
If this is right
- Pinball-liquid phases appear in two distinct varieties driven separately by charge transfer or by Mott localization.
- Phase transitions change from first-order to continuous as interaction strengths or doping levels vary.
- Strong particle-hole asymmetry governs the doping ranges where ordered phases remain stable.
- Mean-field results combined with the atomic limit already forecast the main layout of the full dynamical mean-field theory diagram.
Where Pith is reading between the lines
- The same charge-ordering mechanisms could appear in real frustrated materials at arbitrary fillings away from half filling.
- The narrow metallic region may mark a doping window where other competing orders become possible.
- Cluster dynamical mean-field theory or diagrammatic extensions would provide a direct test of whether spatial fluctuations alter the reported phase boundaries.
Load-bearing premise
Dynamical mean-field theory accurately describes the charge-ordering physics of this model, with non-local correlations beyond the single-impurity approximation remaining secondary across the parameter range studied.
What would settle it
Direct observation or absence of the predicted narrow intermediate metallic phase at moderate electron doping in a real triangular-lattice material or in a cluster-extension calculation that includes spatial correlations would test the central claim.
Figures
read the original abstract
Triangular-lattice systems attract a lot of attention due to various frustration-induced and strongly correlated effects. Here, we focus on the charge-ordering phenomenon by means of investigation of the extended Hubbard model with dynamical mean-field theory (DMFT). By considering the intersite nearest-neighbor interaction we have found a very rich phase diagram that contains large number of features, phases, and phase transitions. Among them are pinball-liquid (PL) phases where we distinguish charge-transfer-driven and Mott-localization-driven PLs; phase transitions that change their order as model parameters evolve (from discontinuous to continuous); very strong particle-hole asymmetry. Various features of the phase diagram are found to be better understood by means of the simple mean-field approximation (MFA). Moreover, besides helping with interpretation of the phase diagram, the MFA results together with results for the atomic-limit model are found to be able to set rather good expectations on how the DMFT phase diagram should look like. Nevertheless, a few features were not expected and are found within the DMFT, such as a small-region intermediate metallic phase on an electron-doped side of the phase diagram.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript studies charge ordering in the extended Hubbard model on the triangular lattice at arbitrary filling using dynamical mean-field theory (DMFT). It reports a rich phase diagram containing pinball-liquid (PL) phases distinguished as charge-transfer-driven versus Mott-localization-driven, phase transitions whose order evolves from discontinuous to continuous with parameters, strong particle-hole asymmetry, and an unexpected small-region intermediate metallic phase on the electron-doped side. Mean-field approximation (MFA) and atomic-limit results are used to interpret DMFT findings and set expectations for the phase diagram.
Significance. If the DMFT results are robust, the work provides a detailed exploration of charge-order physics in a frustrated lattice that incorporates both Mott localization and intersite repulsion, yielding concrete distinctions between PL variants and parameter-tuned transition orders. The explicit use of MFA to guide and interpret the DMFT phase diagram is a constructive strength that helps make the findings falsifiable and useful for future comparisons with cluster methods or experiments on triangular-lattice materials.
major comments (2)
- [§2] §2 (Model and Method): The central claim that single-site DMFT with a local self-energy and static mean-field treatment of nearest-neighbor V suffices to determine the phase diagram rests on the assumption that non-local charge-order fluctuations remain secondary; however, no benchmark against cluster DMFT or diagrammatic extensions is provided, leaving open whether geometric frustration on the triangular lattice alters the reported PL boundaries or the stability of the intermediate metallic phase.
- [§4] §4 (Results): The distinction between charge-transfer-driven and Mott-localization-driven pinball-liquid phases is presented as a key feature, yet the manuscript does not supply explicit order-parameter definitions or spectral-function diagnostics that would make the two variants quantitatively separable rather than phenomenological.
minor comments (2)
- [Figures] Figure captions and axis labels in the phase-diagram plots should explicitly indicate the filling range and the location of the intermediate metallic region to improve readability.
- [Methods] A brief statement on the impurity solver (e.g., CT-QMC or exact diagonalization) and the number of DMFT iterations or convergence threshold would aid reproducibility without altering the main claims.
Simulated Author's Rebuttal
We thank the referee for the careful reading of our manuscript and the constructive comments. The positive assessment of the overall significance is appreciated. We address each major comment below and indicate the revisions made to strengthen the presentation and clarify the methodological scope.
read point-by-point responses
-
Referee: [§2] §2 (Model and Method): The central claim that single-site DMFT with a local self-energy and static mean-field treatment of nearest-neighbor V suffices to determine the phase diagram rests on the assumption that non-local charge-order fluctuations remain secondary; however, no benchmark against cluster DMFT or diagrammatic extensions is provided, leaving open whether geometric frustration on the triangular lattice alters the reported PL boundaries or the stability of the intermediate metallic phase.
Authors: We acknowledge that single-site DMFT combined with a static mean-field decoupling for V constitutes an approximation whose accuracy depends on the relative importance of non-local charge fluctuations. On the triangular lattice, geometric frustration could in principle renormalize the phase boundaries or affect the stability of the narrow intermediate metallic region. At the same time, the approach is computationally tractable for the broad range of fillings and interaction strengths explored here, and the close correspondence between the DMFT results and the MFA predictions (which are free of dynamical fluctuations) provides internal consistency checks. We have added a dedicated paragraph in the revised §2 that explicitly discusses the expected role of non-local fluctuations, cites relevant cluster-DMFT literature on related models, and states that a quantitative cluster-DMFT benchmark lies beyond the present scope while the qualitative features (strong particle-hole asymmetry, existence of both PL variants, and the metallic pocket) are expected to be robust. revision: partial
-
Referee: [§4] §4 (Results): The distinction between charge-transfer-driven and Mott-localization-driven pinball-liquid phases is presented as a key feature, yet the manuscript does not supply explicit order-parameter definitions or spectral-function diagnostics that would make the two variants quantitatively separable rather than phenomenological.
Authors: We agree that a purely descriptive distinction limits the utility of the classification. In the revised manuscript we introduce two explicit, computable order parameters: (i) a charge-transfer order parameter defined as the difference in sublattice occupancies normalized by the kinetic-energy scale, and (ii) a Mott-localization indicator given by the suppression of double occupancy together with the integrated spectral weight at the Fermi level on the majority sublattice. These quantities are now plotted as functions of doping and interaction strength in a new panel of Figure 4, allowing a quantitative separation of the two PL regimes. Representative local spectral functions for representative points in each regime have also been added to the supplementary material to illustrate the distinct low-energy features. revision: yes
Circularity Check
No significant circularity; DMFT phase diagram is computed independently
full rationale
The paper derives its rich phase diagram, including distinct pinball-liquid phases and parameter-dependent transition orders, directly from DMFT calculations on the extended Hubbard model. MFA and atomic-limit results are invoked only for interpretive guidance and to form prior expectations, not as definitional inputs or fitted quantities that the DMFT outputs reduce to by construction. No self-definitional loops, renamed predictions, or load-bearing self-citation chains appear in the derivation; the central claims rest on the numerical method itself rather than tautological reductions.
Axiom & Free-Parameter Ledger
axioms (1)
- domain assumption Dynamical mean-field theory provides a sufficient description of charge ordering in the extended Hubbard model on the triangular lattice
Reference graph
Works this paper leans on
-
[1]
Charge order on a triangular lattice with Mott physics and arbitrary charge density
for1/2< n <2/3). One should take into account that the common fixed-filling approach may require re- finement since it does not naturally take into account phase-separation phenomenon where the specified total charge density exists within the phase-separated states only [43, 44]. Note that the DMFT calculations can be cumbersome, time consuming, and with ...
work page internal anchor Pith review Pith/arXiv arXiv 2026
-
[2]
The renormalization constantZA changes from1at the continuous transition to the aaa range, to 0at the discontinuous Mott-type transition to the Abb insulator, and the sharpest change ofZA is around the AL222-221line. Despite our notation with the capital letters, all sub- lattices of the metals of the AAA and Abb regions in the very vicinity of the aaa re...
-
[3]
We may also expect that the interesting nearly occupied metal- lic Abb-region phase should compete with longer-range charge orders that require larger supercells but may be more preferable for low electron or hole densities. A vast variety of ways to extend this work is available among which: consideration of supercells to take into ac- count the stripe o...
- [4]
-
[5]
D. Zhai, H. Yu, and W. Yao, Twistronics and moiré su- perlattice physics in 2D transition metal dichalcogenides, Rep. Prog. Phys.88, 084501 (2025)
work page 2025
-
[6]
Y. Xia, Z. Han, J. Zhu, Y. Zhang, P. Knüppel, K. Watan- abe, T. Taniguchi, K. F. Mak, and J. Shan, Bandwidth- tuned Mott transition and superconductivity in moiré WSe2, Nature650, 585 (2026)
work page 2026
-
[7]
Z.Han, Y.Xia, Z.Xia, W.Zhao, Y.Zhang, K.Watanabe, T.Taniguchi, J.Shan,andK.F.Mak,TopologicalKondo insulator in MoTe2/WSe2 moiré bilayers, Nat. Phys.22, 396 (2026)
work page 2026
-
[8]
F. Wu, T. Lovorn, E. Tutuc, and A. H. MacDonald, Hub- bard model physics in transition metal dichalcogenide moiré bands, Phys. Rev. Lett.121, 026402 (2018)
work page 2018
-
[9]
K.P.NuckollsandA.Yazdani,Amicroscopicperspective on moiré materials, Nat. Rev. Mater.9, 460 (2024)
work page 2024
-
[10]
K. F. Mak and J. Shan, Simulating the Hubbard model with moiré semiconductors, Nat. Sci. Rev.13, nwag069 (2026)
work page 2026
-
[11]
J.-S.Xu, Z.Zhu, K.Wu,andZ.-Y.Weng,Hubbardmodel on a triangular lattice: The role of charge fluctuations, Phys. Rev. B109, L081116 (2024)
work page 2024
-
[12]
S. J. G. Alvarado, J. R. Chamorro, D. Rout, J. Hielscher, S. Schwarz, C. Benyacko, M. B. Stone, V. O. Garlea, A. R. Jackson, G. Pokharel, R. Gomez, B. R. Ortiz, S.Sarker, L.Kautzsch, L.C.Gallington, R.Seshadri,and S. D. Wilson, Interleaved bond frustration in a triangular lattice antiferromagnet, Nat. Mater.25, 65 (2026)
work page 2026
-
[13]
P. W. Anderson, Resonating valence bonds: A new kind of insulator?, Mater. Res. Bull.8, 153 (1973)
work page 1973
-
[14]
Balents, Spin liquids in frustrated magnets, Nature 464, 199 (2010)
L. Balents, Spin liquids in frustrated magnets, Nature 464, 199 (2010)
work page 2010
-
[15]
S. Saha, J. van Den Brink, M. Kumar, and S. Nishi- moto, Polarization-driven charge frustration and emer- gent phases in the one-dimensional extended Hubbard model, Phys. Rev. Lett.135, 206504 (2025)
work page 2025
-
[16]
Y. Cao, V. Fatemi, S. Fang, K. Watanabe, T. Taniguchi, E.Kaxiras,andP.Jarillo-Herrero,Unconventionalsuper- conductivity in magic-angle graphene superlattices, Na- ture556, 43 (2018)
work page 2018
-
[17]
Y. Cao, V. Fatemi, A. Demir, S. Fang, S. L. Tomarken, J. Y. Luo, J. D. Sanchez-Yamagishi, K. Watanabe, T. Taniguchi, E. Kaxiras, R. C. Ashoori, and P. Jarillo- Herrero, Correlated insulator behaviour at half-filling in magic-angle graphene superlattices, Nature556, 80 (2018)
work page 2018
-
[18]
Wigner, On the interaction of electrons in metals, Phys
E. Wigner, On the interaction of electrons in metals, Phys. Rev.46, 1002 (1934)
work page 1934
-
[19]
Z. Lenac and M. Šunjić, Melting of the Wigner lattice at T=0, Phys. Rev. B52, 11238 (1995)
work page 1995
-
[20]
Z. Wang, R. Song, Y. Jiang, Q. Sun, M. Zhao, L. Yin, J. Shen, and C. Gao, Intrinsic heavy Wigner crystal forged by transferred4felectrons, Phys. Rev. Lett.135, 266502 (2025)
work page 2025
-
[21]
C. Hotta and N. Furukawa, Strong coupling theory of the spinless charges on triangular lattices: Possible for- mation of a gapless charge-ordered liquid, Phys. Rev. B 74, 193107 (2006)
work page 2006
-
[22]
C. Hotta and N. Furukawa, Filling dependence of a new type of charge ordered liquid on a triangular lattice sys- tem, J. Phys.: Condens. Matter19, 145242 (2007)
work page 2007
- [23]
- [24]
-
[25]
F. Trousselet, A. Ralko, and A. M. Oleś, Valence bond crystal and possible orbital pinball liquid in att2g orbital model, Phys. Rev. B86, 014432 (2012)
work page 2012
-
[26]
M. Miyazaki, C. Hotta, S. Miyahara, K. Matsuda, and N. Furukawa, Variational Monte Carlo study of a spinless fermiont–Vmodel on a triangular lattice: Formation of a pinball liquid, J. Phys. Soc. Jpn.78, 014707 (2009)
work page 2009
-
[27]
A. Georges, G. Kotliar, W. Krauth, and M. J. Rozen- berg, Dynamical mean-field theory of strongly correlated fermion systems and the limit of infinite dimensions, Rev. Mod. Phys.68, 13 (1996)
work page 1996
- [28]
-
[29]
Wessel, Simulations of atomic gases on frustrated op- tical lattices, Comput
S. Wessel, Simulations of atomic gases on frustrated op- tical lattices, Comput. Phys. Commun.177, 166 (2007)
work page 2007
-
[30]
L. Mathey, S.-W. Tsai, and A. H. Castro Neto, Exotic superconducting phases of ultracold atom mixtures on triangular lattices, Phys. Rev. B75, 174516 (2007)
work page 2007
- [31]
-
[32]
G.-B. Jo, J. Guzman, C. K. Thomas, P. Hosur, A. Vish- wanath, and D. M. Stamper-Kurn, Ultracold atoms in a tunable optical kagome lattice, Phys. Rev. Lett.108, 045305 (2012)
work page 2012
-
[33]
D. Yamamoto, T. Fukuhara, and I. Danshita, Frustrated quantum magnetism with Bose gases in triangular opti- cal lattices at negative absolute temperatures, Commun. Phys.3, 56 (2020)
work page 2020
-
[34]
J. Yang, L. Liu, J. Mongkolkiattichai, and P. Schauss, Site-resolved imaging of ultracold fermions in a triangular-lattice quantum gas microscope, PRXQuan- tum2, 020344 (2021)
work page 2021
-
[35]
J. Mongkolkiattichai, L. Liu, D. Garwood, J. Yang, and P. Schauss, Quantum gas microscopy of fermionic triangular-lattice Mott insulators, Phys. Rev. A108, L061301 (2023)
work page 2023
-
[36]
J.Wu, H.Tan, R.Cao, J.Yuan,andY.Li,Orbitalphases ofp-band ultracold fermions in a frustrated triangular lattice, Phys. Rev. A110, 043319 (2024)
work page 2024
-
[37]
Hubbard, Electron correlations in narrow energy bands, Proc
J. Hubbard, Electron correlations in narrow energy bands, Proc. R. Soc. London A.: Math. Phys. Sci.276, 238 (1963)
work page 1963
-
[38]
D. R. Penn, Stability theory of the magnetic phases for a simple model of the transition metals, Phys. Rev.142, 350 (1966)
work page 1966
-
[39]
Seo, Charge ordering in organic ET compounds, J
H. Seo, Charge ordering in organic ET compounds, J. Phys. Soc. Jpn.69, 805 (2000)
work page 2000
-
[40]
M. Calandra, J. Merino, and R. H. McKenzie, Metal- insulator transition and charge ordering in the extended Hubbard model at one-quarter filling, Phys. Rev. B66, 195102 (2002)
work page 2002
-
[41]
M. Kaneko and M. Ogata, Mean-field study of charge or- der with long periodicity inθ-(BEDT-TTF)2X, J. Phys. Soc. Jpn.75, 014710 (2006)
work page 2006
-
[42]
H. Pan, F. Wu, and S. Das Sarma, Quantum phase di- agram of a Moiré-Hubbard model, Phys. Rev. B102, 201104 (2020)
work page 2020
-
[43]
Y. Tan, P. K. H. Tsang, V. Dobrosavljević, and L. Rade- maker, Doping a Wigner-Mott insulator: Exotic charge orders in transition metal dichalcogenide moiré heterobi- layers, Phys. Rev. Research5, 043190 (2023)
work page 2023
-
[44]
S. F. Ung, J. Lee, and D. R. Reichman, Competing gen- eralized Wigner crystal states in moiré heterostructures, Phys. Rev. B108, 245113 (2023)
work page 2023
-
[45]
L.F.Tocchio, C.Gros, X.-F.Zhang,andS.Eggert,Phase diagram of the triangular extended Hubbard model, Phys. Rev. Lett.113, 246405 (2014)
work page 2014
-
[46]
K. J. Kapcia and W. R. Czart, Ground state phase dia- gram of the extended Hubbard model with pair-hopping interaction in the limit of very narrow bandwidth, Acta Phys. Pol. A130, 617 (2016)
work page 2016
-
[47]
K. J. Kapcia and W. R. Czart, Phase separations in thenarrow-bandwidthlimitofthePenson-Kolb-Hubbard model at zero temperature, Acta Phys. Pol. A133, 401 (2018)
work page 2018
-
[48]
A. Amaricci, A. Camjayi, K. Haule, G. Kotliar, D. Tanasković, and V. Dobrosavljević, Extended Hub- bard model: Charge ordering and Wigner-Mott transi- tion, Phys. Rev. B82, 155102 (2010)
work page 2010
-
[49]
K. J. Kapcia, S. Robaszkiewicz, M. Capone, and A. Amaricci, Doping-driven metal-insulator transitions and charge orderings in the extended Hubbard model, Phys. Rev. B95, 125112 (2017)
work page 2017
- [50]
-
[51]
H. Terletska, T. Chen, J. Paki, and E. Gull, Charge or- dering and nonlocal correlations in the doped extended Hubbard model, Phys. Rev. B97, 115117 (2018)
work page 2018
-
[52]
J. Paki, H. Terletska, S. Iskakov, and E. Gull, Charge order and antiferromagnetism in the extended Hubbard model, Phys. Rev. B99, 245146 (2019)
work page 2019
-
[53]
H. Terletska, S. Iskakov, T. Maier, and E. Gull, Dynami- cal cluster approximation study of electron localization in the extended Hubbard model, Phys. Rev. B104, 085129 (2021)
work page 2021
-
[54]
S. Iskakov, H. Terletska, and E. Gull, Single- and two- particle finite size effects in interacting lattice systems, Phys. Rev. B106, 235106 (2022)
work page 2022
-
[55]
S. Kundu and D. Sénéchal, CDMFT+HFD: An extension of dynamical mean field theory for nonlocal interactions applied to the single band extended Hubbard model, SciPost Phys. Core7, 033 (2024)
work page 2024
-
[56]
B. Kyung and A.-M. S. Tremblay, Mott transition, anti- ferromagnetism, andd-wave superconductivity in two- dimensional organic conductors, Phys. Rev. Lett.97, 046402 (2006)
work page 2006
- [57]
-
[58]
Merino, Nonlocal Coulomb correlations in metals close to a charge order insulator transition, Phys
J. Merino, Nonlocal Coulomb correlations in metals close to a charge order insulator transition, Phys. Rev. Lett. 99, 036404 (2007)
work page 2007
- [59]
- [60]
- [61]
-
[62]
E.G.C.P.vanLoon, A.I.Lichtenstein, M.I.Katsnelson, O. Parcollet, and H. Hafermann, Beyond extended dy- namical mean-field theory: Dual boson approach to the two-dimensional extended Hubbard model, Phys. Rev. B 90, 235135 (2014)
work page 2014
-
[63]
P. Pudleiner, A. Kauch, K. Held, and G. Li, Competi- tion between antiferromagnetic and charge density wave fluctuations in the extended Hubbard model, Phys. Rev. B100, 075108 (2019)
work page 2019
-
[64]
G. Li, A. Kauch, P. Pudleiner, and K. Held, The vic- tory project v1.0: An efficient parquet equations solver, Comput. Phys. Commun.241, 146 (2019)
work page 2019
-
[65]
A. Alekseev, A. Cichy, and K. J. Kapcia, Particle-hole asymmetry and pinball liquid in a triangular-lattice ex- tended Hubbard model within the mean-field approxima- tion, Phys. Rev. B112, 115155 (2025)
work page 2025
-
[66]
K. J. Kapcia, Charge-order on the triangular lattice: A mean-field study for the latticeS= 1/2fermionic gas, Nanomaterials11, 1181 (2021)
work page 2021
-
[67]
K. J. Kapcia, Charge-order on the triangular lattice: Ef- fects of next-nearest-neighbor attraction in finite temper- atures, J. Magn. Magn. Mater.541, 168441 (2022)
work page 2022
- [68]
- [69]
-
[70]
N.-H. Tong, S.-Q. Shen, and R. Bulla, Charge ordering and phase separation in the infinite dimensional extended Hubbard model, Phys. Rev. B70, 085118 (2004)
work page 2004
-
[71]
K. Ferhat and A. Ralko, Phase diagram of the1 3-filled extended Hubbard model on the kagome lattice, Phys. Rev. B89, 155141 (2014)
work page 2014
-
[72]
C. Février, S. Fratini, and A. Ralko, Multiorbital kinetic effects on charge ordering of frustrated electrons on the triangular lattice, Phys. Rev. B91, 245111 (2015)
work page 2015
-
[73]
M. Caffarel and W. Krauth, Exact diagonalization ap- proach to correlated fermions in infinite dimensions: Mott transition and superconductivity, Phys. Rev. Lett. 72, 1545 (1994)
work page 1994
- [74]
-
[75]
A. Amaricci, L. Crippa, A. Scazzola, F. Petocchi, G. Mazza, L. de Medici, and M. Capone, EDIpack: A parallel exact diagonalization package for quantum im- purity problems, Comput. Phys. Commun.273, 108261 (2022)
work page 2022
-
[76]
L. Crippa, I. Krivenko, S. Giuli, G. Bellomia, A. Kowal- ski, F. Petocchi, A. Scazzola, M. Wallerberger, G. Mazza, L. de Medici, G. Sangiovanni, M. Capone, and A. Amar- icci, Next-generation EDIpack: A Lanczos-based package for quantum impurity models featuring general broken- symmetry phases, flexible bath topologies and multi- platform interoperability,...
work page 2025
-
[77]
A. Alekseev and K. J. Kapcia, Charge-ordered states and the phase diagram of the extended Hubbard model on the Bethe lattice, Physica A692, 131520 (2026)
work page 2026
-
[78]
T. Hanisch, G. S. Uhrig, and E. Müller-Hartmann, Lat- tice dependence of saturated ferromagnetism in the Hub- bard model, Phys. Rev. B56, 13960 (1997)
work page 1997
-
[79]
S. Mahmoudian, L. Rademaker, A. Ralko, S. Fratini, and V. Dobrosavljević, Glassy dynamics in geometrically frustrated Coulomb liquids without disorder, Phys. Rev. Lett.115, 025701 (2015)
work page 2015
-
[80]
C. Jin, Z. Tao, T. Li, Y. Xu, Y. Tang, J. Zhu, S. Liu, K. Watanabe, T. Taniguchi, J. C. Hone,et al., Stripe phases in WSe2/WS2 moiré superlattices, Nat. Mater. 20, 940 (2021)
work page 2021
discussion (0)
Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.