A Comparative Study of Al, B, Ga Encapsulation in c-Based Nanomaterial in Li-Ion Batteries: Functional Analysis by DFT Computations

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Several group 13 elements-based materials offer excellent performance in alkali metal ion batteries due to their high capacity and self-repairing capabilities, providing a good balance between energy and power density. Germanium carbide (GeC) has been developed and studied as an anode material for lithium (Li), boron (B), aluminum (Al), and gallium (Ga) ion batteries. This is because it forms nanoclusters such as Ge(Li2)C, Ge(B2)C, Ge(Al2)C, and Ge(Ga2)C, which have been identified using density functional theory (DFT) calculations. Extensive research has been conducted on these complexes using computational methods, including the analysis of charge density differences (CDD), total density of states (TDOS), and electron localization function (ELF) to understand the behavior of these hybrid clusters. When a small amount of Li, B, Al, or Ga enters the Ge-C layer, it helps maintain electrode stability even in the presence of numerous ions, improving the battery's capacity retention. Increasing the amount of Ge and C can enhance battery capacity through these nanoclusters, as well as improve conductivity for faster battery operation. Additionally, using GeC as an anode may prolong battery life by preventing electrode degradation and increasing capacity due to improved surface effects. This research article discusses recent advancements in anodes made from boron, aluminum, or gallium, as well as their energy storage capabilities. It also explores how DFT studies can address upcoming scientific challenges and provides insights into future research directions.

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109-126

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August 2026

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[1] B.I.N.G. Mingcheng, M.O. Fan, H.U. Zhengfei, Electrochemical Performance of SiC Composite Anode in Aluminum-Air Battery. Electrochemistry. 88 (2020) 525-531. doi.org/.

DOI: 10.5796/electrochemistry.20-00064

Google Scholar

[2] W. Xia, S. Zheng, L. Qiu, H. Hu, Y. Chen, S. Wei, H. Zhou, Evolution of the Innovation Network of Lithium-Ion Battery Recycling Technologies in China from the Perspective of Patents. Pol. J. Environ. Stud. 35(2026) 2903-2916. doi.org/.

DOI: 10.15244/pjoes/203046

Google Scholar

[3] O.O. Onawumi, J.A. Olaniyan, A.O. Esan, O.A. Adewusi, A.O. Yusuff, A.O. Odedele, Efficient Removal of Cassava Wastewater Contaminants Using Plantain Peel-Derived Activated Carbon. Materials International. 6 (2024) 27. doi.org/.

DOI: 10.33263/Materials63.027

Google Scholar

[4] L. Zhou, L. Xie, J. Dai, A. Jain, G. Chen, Y. Zhao, Orthogonal Test–Based Design and Optimization of a Li-Ion Battery Thermal Management System With a Liquid-Cooled Reverse Parallel Structure and Inlaid Fins. Asia-Pacific Journal of Chemical Engineering. 20 (2025) e70056. doi.org/.

DOI: 10.1002/apj.70056

Google Scholar

[5] X.-Fe. Ma, H.-Y. Li, J. Tan, J. Wang, J. Diao, J. Yue, S. Tan, G.Huang, J. Wang, F.Pan, Anisotropy of V3O7 nanobelts enables ultralong cycling life of magnesium ion battery. Journal of Magnesium and Alloys.13 (2025) 1592-1601. doi.org/.

DOI: 10.1016/j.jma.2024.03.010

Google Scholar

[6] G. Shao, D. A. H. Hanaor, J. Wang, D. Kober, S. Li, X. Wang, X. Shen, M. F. Bekheet, A. Gurlo, Polymer-Derived SiOC Integrated with a Graphene Aerogel As a Highly Stable Li-Ion Battery Anode. ACS Appl Mater Interfaces. 12 (2020) 46045-46056. doi.org/.

DOI: 10.1021/acsami.0c12376

Google Scholar

[7] I.G. Shaikhiev, N.V. Kraysman, S.V. Sverguzova, World Experience in Using Pine Cones to Remove Various Pollutants from Aquatic Environments. Materials International. 7 (2025) 4. doi.org/doi.org/.

Google Scholar

[8] V. Ankam, G.Karka, L.G. Reddy, Structural and Optical Properties of Copper-Doped Zinc Ferrites Using Solid State Reaction Method. Materials International, 7 (2025) 1. doi.org/.

DOI: 10.33263/Materials71.001

Google Scholar

[9] X. Liu, X.-Y. Wu, B. Chang, K.-X. Wang, Recent progress on germanium-based anodes for lithium ion batteries: Efficient lithiation strategies and mechanisms. Energy Storage Materials. 30 (2020) 146–169. doi.org/.

DOI: 10.1016/j.ensm.2020.05.010

Google Scholar

[10] F. Safarov, D. Babanly, L. Mahmudova, M. Khalilzade, E. Orujlu, Preparation of Solid Solutions in GeSb4Te7- MnSb4Te7 System and Magnetic Properties of Mn0.5Ge0.5Sb4Te7. Advanced Physical Research. 7(2025) 174-188. doi.org/.

DOI: 10.62476/apr.73174

Google Scholar

[11] B. Chen, X. Zhong, G. Zhou, N. Zhao, H.-M. Cheng, Graphene-Supported Atomically Dispersed Metals as Bifunctional Catalysts for Next-Generation Batteries Based on Conversion Reactions. Adv. Mater. 34 (2022) 2105812. doi.org/.

DOI: 10.1002/adma.202105812

Google Scholar

[12] K. Wang, K.N. Hui, K. San Hui, S. Peng, Y. Xu, Recent progress in metal–organic framework/graphene-derived materials for energy storage and conversion: Design, preparation, and application. Chem. Sci. 12 (2021) 5737–5766. doi.org/.

DOI: 10.1039/D1SC00095K

Google Scholar

[13] Y. Chen, Y. Zou, X. Shen, J. Qiu, J. Lian, J. Pu, S. Li, F.-H. Du, S.-Q. Li, Z. Ji, A. Yuan, Ge nanoparticles uniformly immobilized on 3D interconnected porous graphene frameworks as anodes for high-performance lithium-ion batteries. J. Energy Chem. 69 (2022) 161–173. doi.org/.

DOI: 10.1016/j.jechem.2021.12.051

Google Scholar

[14] L. Ma, J. Tan, Y. Wang, Z. Liu, Y. Yang, T. Gray, X. Zhang, M. Ye, J. Shen,, Boron-Based High-Performance Lithium Batteries: Recent Progress, Challenges, and Perspectives. Advanced Energy Materials.13 (2023) 2300042. doi.org/.

DOI: 10.1002/aenm.202300042

Google Scholar

[15] Y. An, Y. Tian, C. Wei, H. Jiang, B. Xi, S. Xiong, J. Feng, Y. Qian, Scalable and Physical Synthesis of 2D Silicon from Bulk Layered Alloy for Lithium-Ion Batteries and Lithium Metal Batteries. ACS Nano. 13 (2019) 13690–13701. doi.org/.

DOI: 10.1021/acsnano.9b06653

Google Scholar

[16] A. D. Becke & K. E. Edgecombe, A simple measure of electron localization in atomic and molecular systems. J. Chem. Phys. 92 (1990) 5397–5403. doi.org/.

DOI: 10.1063/1.458517

Google Scholar

[17] G. Henkelman, A. Arnaldsson, H. Jónsson, A fast and robust algorithm for Bader decomposition of charge density. Computational Materials Science. 36 (2006) 354–360. doi.org/.

DOI: 10.1016/j.commatsci.2005.04.010

Google Scholar

[18] W. Kohn, L. J. Sham, Self-Consistent Equations Including Exchange and Correlation Effects. Phys. Rev. 140 (1965) A1133–A1138. doi.org/.

DOI: 10.1103/PhysRev.140.A1133

Google Scholar

[19] A.D. Becke, Density-functional thermochemistry. III. The role of exact exchange. J Chem Phys. 98 (1993) 5648–5652. doi.org/.

DOI: 10.1063/1.464913

Google Scholar

[20] C. Lee, W. Yang, R.G. Parr, Development of the Colle–Salvetti correlation-energy formula into a functional of the electron density. Phys Rev B. 37 (1988) 785–789. doi.org/.

DOI: 10.1103/PhysRevB.37.785

Google Scholar

[21] J.P. Perdew, K. Burke, M. Ernzerhof, Generalized Gradient Approximation Made Simple. Phys. Rev. Lett. 77 (1996) 3865. doi.org/.

DOI: 10.1103/PhysRevLett.77.3865

Google Scholar

[22] F. Mollaamin, M. Monajjemi, Electric and Magnetic Evaluation of Aluminum–Magnesium Nanoalloy Decorated with Germanium Through Heterocyclic Carbenes Adsorption: A Density Functional Theory Study. Russ. J. Phys. Chem. B. 17 (2023) 658–672. doi.org/.

DOI: 10.1134/S1990793123030223

Google Scholar

[23] R. Marwat, A. Bibi, A. Niaz, S. Bibi, M.I. Zaman, S. Sarfaraz, J. Morgan, Density Functional Theory (DFT) calculations for the adsorptive voltammetric determination of Meloxicam using a paste electrode made of Functionalized Carbon nanotubes. Journal of the Indian Chemical Society. 102 (2025) 101951. doi.org/.

DOI: 10.1016/j.jics.2025.101951

Google Scholar

[24] M. J. Frisch, G. W. Trucks, H. B. Schlegel, G. E. Scuseria, M. A. Robb, J. R. Cheeseman, G. Scalmani, V. Barone, G. A. Petersson, H. Nakatsuji, X. Li, M. Caricato, A. V. Marenich, J. Bloino, B. G. Janesko, R. Gomperts, B. Mennucci, H. P. Hratchian, J. V. Ortiz, A. F. Izmaylov, J. L. Sonnenberg, D. Williams-Young, F. Ding, F. Lipparini, F. Egidi, J. Goings, B. Peng, A. Petrone, T. Henderson, D. Ranasinghe, V. G. Zakrzewski, J. Gao, N. Rega, G. Zheng, W. Liang, M. Hada, M. Ehara, K. Toyota, R. Fukuda, J. Hasegawa, M. Ishida, T. Nakajima, Y. Honda, O. Kitao, H. Nakai, T. Vreven, K. Throssell, J. A. Montgomery, Jr., J. E. Peralta, F. Ogliaro, M. J. Bearpark, J. J. Heyd, E. N. Brothers, K. N. Kudin, V. N. Staroverov, T. A. Keith, R. Kobayashi, J. Normand, K. Raghavachari, A. P. Rendell, J. C. Burant, S. S. Iyengar, J. Tomasi, M. Cossi, J. M. Millam, M. Klene, C. Adamo, R. Cammi, J. W. Ochterski, R. L. Martin, K. Morokuma, O. Farkas, J. B. Foresman, and D. J. Fox, Gaussian 16, Revision C.01, Gaussian, Inc., Wallingford CT, 2016.

Google Scholar

[25] R. Dennington, T. A. Keith, J. M. Millam, GaussView, Version 6.06.16, Semichem Inc., Shawnee Mission, KS, 2016.

Google Scholar

[26] Z. Xu, C. Qin, Y. Yu, G. Jiang, L. Zhao, First-principles study of adsorption, dissociation, and diffusion of hydrogen on α-U (110) surface. AIP Advances. 14 (2024) 055114. doi.org/.

DOI: 10.1063/5.0208082

Google Scholar

[27] F. Mollaamin, Alkali Metals Doped on Tin-Silicon and Germanium-Silicon Oxides for Energy Storage in Hybrid Biofuel Cells: A First-Principles Study. Russ. J. Phys. Chem. B. 19 (2025) 722–736. doi.org/.

DOI: 10.1134/S1990793125700393

Google Scholar

[28] T. Lu & F. Chen, Multiwfn: A multifunctional wavefunction analyzer. J. Comput. Chem. 33 (2012) 580–592. doi.org/.

DOI: 10.1002/jcc.22885

Google Scholar

[29] T. Lu, A comprehensive electron wavefunction analysis toolbox for chemists, Multiwfn . J. Chem. Phys. 161 (2024) 082503. doi.org/.

DOI: 10.1063/5.0216272

Google Scholar

[30] C. F. Matta, P. W. Ayers, R. Cook, The Physics of Electron Localization and Delocalization. Lecture Notes in Chemistry, Springer, Cham. 112 (2024) 7–20. doi.org/.

DOI: 10.1007/978-3-031-51434-0_2

Google Scholar

[31] R.F.W. Bader, The zero-flux surface and the topological and quantum definitions of an atom in a molecule. Theor. Chem. Accounts: Theory, Comput. Modeling. 105 (2001) 276–283. doi.org/.

DOI: 10.1007/s002140000233

Google Scholar

[32] A. Savin, O. Jepsen, J. Flad, O. K. Andersen, H. Preuss, H.G. von Schnering, Electron Localization in Solid-State Structures of the Elements: the Diamond Structure. Angewandte Chemie Int. Edition English. 31 (1992) 187–188. doi.org/.

DOI: 10.1002/anie.199201871

Google Scholar

[33] S. Wu, M. Ren, Industrial Basic Capacity Research: Theory and Measurement. Systems. 12 (2024) 502. doi.org/.

DOI: 10.3390/systems12110502

Google Scholar

[34] H. Bašić, V. Bobanac, H. Pandžić, Determination of Lithium-Ion Battery Capacity for Practical Applications. Batteries. 9 (2023) 459. doi.org/.

DOI: 10.3390/batteries9090459

Google Scholar

[35] I. Mayer, Improved definition of bond orders for correlated wave functions. Chemical Physics Letters. 544 (2012) 83-86. doi.org/.

DOI: 10.1016/j.cplett.2012.07.003

Google Scholar

[36] F. Mollaamin, Competitive Intracellular Hydrogen-Nanocarrier Among Aluminum, Carbon, or Silicon Implantation: a Novel Technology of Eco-Friendly Energy Storage using Research Density Functional Theory. Russ. J. Phys. Chem. B. 18 (2024) 805–820. doi.org/.

DOI: 10.1134/S1990793124700131

Google Scholar

[37] T. Lu, F. Chen, Bond Order Analysis Based on the Laplacian of Electron Density in Fuzzy Overlap Space. J. Phys. Chem. A. 117 (2013) 3100–3108. doi.org/.

DOI: 10.1021/jp4010345

Google Scholar

[38] X. Wang, X. Zhang, W. Pedrycz, S.-H. Yang, D. Boutat, Consensus of T-S Fuzzy Fractional-Order, Singular Perturbation, Multi-Agent Systems. Fractal Fract. 8 (2024) 523. doi.org/.

DOI: 10.3390/fractalfract8090523

Google Scholar