Abstract
The quantum capacitance of graphene has been modeled in numerous articles using approximate analytical expressions and numerical methods. However, no article shows how to analytically find the quantum capacitance of graphene for the full temperature range and for any Fermi level. This, of course, would require a complete analytical evaluation of Fermi–Dirac-type integrals valid for any temperature. This article will illustrate a method for finding the quantum capacitance of monolayer graphene in the presence of electron–hole puddles for any Fermi level and for any temperature. The method employed is easily generalized to find the quantum capacitance of bilayer graphene as well as any other material when the density of states is a known function of energy.
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References
Selvaggi, J.P.: Exact analytical solution to the electron density for monolayer and bilayer graphene. J. Comput. Electron. 17(2), 491–498 (2018)
Kliros, G.S.: A phenomenological model for the quantum capacitance of monolayer and bilayer graphene devices. Romanian J. Inf. Sci. Technol. 10(3), 332–341 (2010)
Aliofkhazraei, M., Nasar, A., Milne, W.I., Ozkan, C.S., Mitura, S., Gervasoni, J.L.: Graphene Science Handbook: Applications and Industrialization. CRC Press, New York (2016)
Muccini, M.: A bright future for organic field-effect transistors. Nat. Mater. 5, 605–613 (2006)
Malachowski, M.J., Żmija, J.: Organic field-effect transistors. Opto-Electron. Rev. 18(2), 121–136 (2010)
C.J, Drury, Mutsaers, C.M.J., Hart, C.M., Matters, M., de Leeuw, D.M.: Low-cost all-polymer integrated circuits. Appl. Phys. Lett. 73, 108–110 (1998)
Borsenberger, P.M., Weiss, D.S.: Organic Photoreceptors for Xerography. Optical Engineering Series, vol. 49. Marcel Dekker, New York (1998)
Jia, C., Ma, W., Gu, C., Chen, H., Yu, H., Li, X., Zhang, F., Gu, L., Xia, A., Hou, X., Meng, S., Guo, X.: High-efficiency selective electron tunnelling in a heterostructure photovoltaic diode. Nano Lett. 16, 3600–3606 (2016)
Zhang, Y., Dodson, K.H., Fischer, R., Wang, R., Li, D., Sappington, R.M., Xu, Y.Q.: Probing electrical signals in the retina via graphene-integrated microfluidic platforms. Nanoscale 8(45), 19043–19049 (2016)
Buckley, A.: Organic Light-Emitting Diodes (OLEDs): Materials, Devices and Applications. Woodhead Publishing Limited, Oxford (2013)
Han, T.H., Lee, Y., Choi, M.R., Woo, S.H., Bae, S.H., Hong, B.H., Ahn, J.H., Lee, T.W.: Extremely efficient flexible organic light-emitting diodes with modified graphene anode. Nat. Photon. 6, 105–110 (2012)
Wu, T.L., Yeh, C.H., Hsiao, W.T., Huang, P.Y., Huang, M.J., Chiang, Y.H., Cheng, C.H., Liu, R.S., Chiu, P.W.: High-performance organic light-emitting diode with substitutionally boron-doped graphene anode. ACS Appl. Mater. Interfaces 9(17), 14998–15004 (2017)
Li, S.S., Tu, K.H., Lin, C.C., Chen, C.W., Chhowalla, M.: Solution-processable graphene oxide as an efficient hole transport layer in polymer solar cells. ACS Nano 4(6), 3169–3174 (2010)
Bassler, H.: Charge transport in disordered organic photoconductors a Monte Carlo simulation study. Phys. Status Solidi B 175(1), 15–56 (1993)
Lin, X.F., Zhang, Z.Y., Yuan, Z.K., Li, J., Xiao, X.F., Hong, W., Chen, X.D., Yu, D.S.: Graphene-based materials for polymer solar cells. Chin. Chem. Lett. 27(8), 1259–1270 (2016)
Cody, W.J., Thacher, H.C.: Rational Chebyshev approximations for Fermi–Dirac integrals of orders \(-\)1/2, 1/2 and 3/2. Math. Comput. 21(97), 30–40 (1967)
McDougall, J., Stoner, E.C.: The computation of Fermi–Dirac functions. Philos. Trans. R. Soc. Lond. Ser. A Math. Phys. Sci. 237(773), 67–104 (1938)
Wong, S.A., McAlister, S.P., Li, Z.M.: A comparison of some approximations for the Fermi–Dirac integral of order. Solid-State Electron. 37(1), 61–64 (1994)
Rządkowski, G., Łepkowski, S.: A generalization of the Euler–Maclaurin summation formula: an application to numerical computation of the Fermi–Dirac integrals. J. Sci. Comput. 35, 63–74 (2008)
Mohankumar, N., Kannan, T., Kanmani, S.: On the evaluation of Fermi–Dirac integral and its derivatives by IMT and DE quadrature methods. Comput. Phys. Commun. 168(2), 71–77 (2005)
Kozhukhovskii, A.D., Simonzhenkov, S.D., Litvin, A.I.: Numerical Integration of Fermi–Dirac and Voigt functions. J. Math. Sci. 72(3), 3129–3132 (1994)
Mohankumar, N., Natarajan, A.: On the very accurate numerical evaluation of the generalized Fermi–Dirac integrals. Comput. Phys. Commun. 207, 193–201 (2016)
Fukushima, T.: Precise and fast computation of generalized Fermi–Dirac integral by parameter polynomial approximation. Appl. Math. Comput. 270, 802–807 (2015)
Selvaggi, J.A., Selvaggi, J.P.: The analytical evaluation of the half-order Fermi–Dirac integrals. Open Math. J. 5, 1–7 (2012)
Selvaggi J.P., Selvaggi, J.A.: The application of real convolution for analytically evaluating Fermi–Dirac-type and Bose–Einstein-type integrals. J. Complex Anal. 2018, Article ID 5941485, 1–8 (2018)
Selvaggi, J.P.: Analytical evaluation of the charge carrier density of organic materials with a Gaussian density of states revisited. J. Comput. Electron. 17(1), 61–67 (2018)
Mehmetoğlu, T.: Analytical evaluation of charge carrier density of organic materials with Gauss density of states. J. Comput. Electron. 13(4), 960–964 (2014)
Paasch, G., Scheinert, S.: Charge carrier density of organics with Gaussian density of states: analytical approximation for the Gauss–Fermi integral. J. Appl. Phys. 107(10), 104501-1–104501-4 (2010)
Nawaz, S., Tahir, M.: Quantum capacitance in monolayers of silicene and related buckled materials. Physica E 76, 169–172 (2016)
Bisquert, J.: Interpretation of electron diffusion coefficient in organic and inorganic semiconductors with broad distribution of states. Phys. Chem. Chem. Phys. 10(22), 3175–3194 (2008)
Tahir, M., Schwingenschlögl, U.: Beating of magnetic oscillations in graphene device probed by quantum capacitance. Appl. Phys. Lett. 101(1), 013114-1–013114-3 (2012)
Tahir, M., Sabeeh, K., Shaukat, A., Schwingenschlögl, U.: Theory of substrate, Zeeman, and electron-phonon interaction effects on the quantum capacitance in graphene. J. Appl. Phys. 114(22), 223711-1–223711-6 (2013)
Santiago, F.F., Seró, I.M., Belmonte, G., Bisquert, J.: Cyclic voltammetry studies of nanoporous semiconductors, capacitive and reactive properties of nanocrystalline \(\text{ TiO }_{2}\), electrodes in aqueous electrolyte. J. Phys. Chem. B 107(3), 758–768 (2003)
Kliros, G.S.: Quantum capacitance of bilayer graphene. CAS Proc. Int. Semicond. Conf. 1, 69–72 (2010)
Kliros, G.S.: Influence of density inhomogeneity on the quantum capacitance of graphene nanoribbon field effect transistors. Superlattices Microstruct. 52(6), 1093–1102 (2012)
Li, Q., Hwang, E.H., Das Sarma, S.: Disorder-induced temperature-dependent transport in graphene: puddles, impurities, activation, and diffusion. Phys. Rev. B 84, 115442-1–115442-16 (2011)
Wang, L., Wang, W., Xu, G., Ji, Z., Lu, N., Li, L., Liu, M.: Analytical carrier density and quantum capacitance for graphene. Appl. Phys. Lett. 108(1), 013503-1–013503-5 (2016)
Cheremisin, M.V.: Quantum capacitance of the monolayer graphene. Physica E 69, 153–158 (2015)
Fang, T., Konar, A., Xing, H., Jena, D.: Carrier statistics and quantum capacitance of graphene sheets and ribbons. Appl. Phys. Lett. 91(9), 092109-1–092109-3 (2007)
Wolfram Research, Inc., MATHEMATICA, version 11.2, Wolfram Research, Inc., Champaign, Illinois (2017)
Acknowledgements
The author would like to express his thanks to Jerry A. Selvaggi for insightful discussions concerning the Fermi–Dirac integral. This ultimately leads the author to analytically evaluate a wide range of seemingly intractable integrals. The author would also like to express his gratitude to Jessica Diaz for helpful comments on various ways to numerically integrate Fermi–Dirac-type and Bose–Einstein-type integrals. Some of her ideas assisted the author in developing some useful numerical schemes to evaluate the quantum capacitance of MLG and BLG, and these were employed to check all the numerical results in this article.
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Selvaggi, J.P. A general analytical method for finding the quantum capacitance of graphene. J Comput Electron 17, 1268–1275 (2018). https://doi.org/10.1007/s10825-018-1202-0
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DOI: https://doi.org/10.1007/s10825-018-1202-0