The DOI matches its Crossref record; 52 of the 54 references it cites were found in a registry or an index.
Fast-charging high-energy lithium-ion batteries via implantation of amorphous silicon nanolayer in edge-plane activated graphite anodes
Open accessAbstract
As fast-charging lithium-ion batteries turn into increasingly important components in forthcoming applications, various strategies have been devoted to the development of high-rate anodes. However, despite vigorous efforts, the low initial Coulombic efficiency and poor volumetric energy density with insufficient electrode conditions remain critical challenges that have to be addressed. Herein, we demonstrate a hybrid anode via incorporation of a uniformly implanted amorphous silicon nanolayer and edge-site-activated graphite. This architecture succeeds in improving lithium ion transport and minimizing initial capacity losses even with increase in energy density. As a result, the hybrid anode exhibits an exceptional initial Coulombic efficiency (93.8%) and predominant fast-charging behavior with industrial electrode conditions. As a result, a full-cell demonstrates a higher energy density (≥1060 Wh l −1 ) without any trace of lithium plating at a harsh charging current density (10.2 mA cm −2 ) and 1.5 times faster charging than that of conventional graphite.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Figures






Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Typically, surface coating with amorphous silicon nanolayer or doping with nanometal particles can improve initial Coulombic efficiency and Li + diffusion kinetics [168,169].”
From Review on Low-Temperature Electrolytes for Lithium-Ion and Lithium Metal Batteries (2023) · cites this paper as [168]
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
A pomegranate-inspired nanoscale design for large-volume-change lithium battery anodes
Liu, N., Lu, Z., Zhao, J., McDowell, M. T., Lee, H., Zhao, W., & Cui, Y. (2014) · Nature Nanotechnology · doi:10.1038/nnano.2014.6 · Cited by 2,516
Nano- and bulk-silicon-based insertion anodes for lithium-ion secondary cells
Kasavajjula, U. S., Wang, C.-S., & Appleby, A. (2007) · Journal of Power Sources · doi:10.1016/j.jpowsour.2006.09.084 · Cited by 2,400
Alloy Negative Electrodes for Li-Ion Batteries
Obrovac, M. N., & Chevrier, V. L. (2014) · Chemical Reviews · doi:10.1021/cr500207g · Cited by 2,228
A review of the electrochemical performance of alloy anodes for lithium-ion batteries
Zhang, W. (2010) · Journal of Power Sources · doi:10.1016/j.jpowsour.2010.07.020 · Cited by 2,188
Wang, D.-W., Li, F., Liu, M., Lu, G., & Cheng, H.-M. (2008) · Angewandte Chemie · doi:10.1002/anie.200702721 · Cited by 1,999
Li-alloy based anode materials for Li secondary batteries
Park, C., Kim, J., Kim, H., & Sohn, H. (2010) · Chemical Society Reviews · doi:10.1039/b919877f · Cited by 1,721
Silicon‐Based Nanomaterials for Lithium‐Ion Batteries: A Review
Su, X., Wu, Q., Li, J., Xiao, X., Lott, A., Lu, W., Sheldon, B. W., & Wu, J. (2013) · Advanced Energy Materials · doi:10.1002/aenm.201300882 · Cited by 1,612
Aurbach, D., Zinigrad, E., Cohen, Y., & Teller, H. (2002) · Solid State Ionics · doi:10.1016/s0167-2738(02)00080-2 · Cited by 1,365
Temperature dependent ageing mechanisms in Lithium-ion batteries – A Post-Mortem study
Waldmann, T., Wilka, M. D., Kasper, M., Fleischhammer, M., & Wohlfahrt‐Mehrens, M. (2014) · Journal of Power Sources · doi:10.1016/j.jpowsour.2014.03.112 · Cited by 1,269
In Situ TEM of Two-Phase Lithiation of Amorphous Silicon Nanospheres
McDowell, M. T., Lee, S. W., Harris, J. T., Korgel, B. A., Wang, C., Nix, W. D., & Cui, Y. (2013) · Nano Letters · doi:10.1021/nl3044508 · Cited by 881
Research works printed but not linked: 1
- Wu, H. & Cui, Y. Designing nanostructured Si anodes for high energy lithium ion batteries. Nano Today 7, 414–429 (2012). · DOI
Cited by
Sorted by citations
Items 301–367 of 367
Gao, X., Yan, Z., Lin, L., Liu, H., Song, Y., Guo, J.-W., Gong, Y., Tao, J.-M., Li, J., Zou, G.-Q., et al. (2026) · ACS Energy Letters · doi:10.1021/acsenergylett.5c03621 · Cited by 5
Li, Z.-H., Wang, Y.-N., Sun, X., Wang, L.-J., Li, C., Cheng, Z.-J., & Wang, S. (2025) · Journal of Power Sources · doi:10.1016/j.jpowsour.2025.238557 · Cited by 5
Huang, H., Li, Y., Liu, X., Zhou, Z.-F., Wu, W.-T., Wei, L., Hu, C., Gao, L.-S., Li, Y., & Song, Y.-C. (2025) · Energy Storage Materials · doi:10.1016/j.ensm.2025.104417 · Cited by 5
Peng, J.-J., Yu, Z.-X., Yang, Y.-M., Xie, G., Wu, S., Lin, H.-N., & Lin, Y. (2025) · Journal of Electroceramics · doi:10.1007/s10832-025-00388-y · Cited by 5
Uniform amorphous carbon coating enhances electrochemical performance of graphite anode
Wang, X., Gao, Y., Wu, Y.-Q., Chen, Z., Ren, Y., Wang, B., Wang, J.-H., Chen, C., Wei, W.-F., & Zhou, L.-J. (2024) · Journal of Central South University · doi:10.1007/s11771-024-5840-z · Cited by 5
“The relationship between the peak current I p and the scan rate v at different scan rates follows the Randles-Sevcik equation [33, 34]: In Eq.”
Recent Research Advancements in Carbon Fiber‐Based Anode Materials for Lithium‐Ion Batteries
Akter, M., Hossain, I., Howlader, M., Shahriar, F., & Saima, U. (2024) · Energy Technology · doi:10.1002/ente.202401426 · Cited by 5
Features of fast charging of lithium-ion batteries: electrochemical aspects (mini-review)
Skundin, A. M., & Kulova, T. L. (2024) · Journal of Solid State Electrochemistry · doi:10.1007/s10008-024-05953-z · Cited by 5
“Acceleration of the process of lithium intercalation into graphite can also be achieved by applying monolayer coatings, for example, from silicon [132], from amorphous Al 2 O 3 [133], or from a composition of molybdenum phos-phide and oxide (MoO x –MoP x ) [134].”
Chen, K.-Y., Sun, Z., Xu, C.-Y., Xu, R.-C., Ma, G., Wang, Y., Cao, C., Lei, H.-D., Bai, P.-X., Duan, S., et al. (2024) · Journal of Solid State Electrochemistry · doi:10.1007/s10008-024-05832-7 · Cited by 5
“[39–41 ]: Where I p , n , A , C and v are the peak current, electron num - ber, surface area of electrode, concentration of Li + and scan rate.”
Zhao, Z.-X., Bai, X., Zhu, H.-L., Liu, W., Qi, Y.-X., Li, T., & Bai, Y.-J. (2022) · ACS Applied Electronic Materials · doi:10.1021/acsaelm.2c00939 · Cited by 5
Uniform Mesoporous CoCO3 Nanospindles on Graphite Nanosheets for Highly Efficient Lithium Storage
Su, L.-W., Zhao, Y.-Z., Li, Z.-M., Hei, J.-P., Chen, H., Wang, L.-B., Wang, Y.-H., & Ren, M. (2020) · Particle & particle systems characterization · doi:10.1002/ppsc.202000113 · Cited by 5
Lithium-Ion Battery Anodes of Stacked Nanowire Laminate for Ultrahigh Areal Capacities
Chang, W.-C., Lu, S.-P., Chu, H.-C., & Tuan, H.-Y. (2018) · ACS Sustainable Chemistry and Engineering · doi:10.1021/acssuschemeng.8b02409 · Cited by 5
Novel approaches to resource utilization in photovoltaic recycling: silicon-carbon anode materials
Li, J., Guo, F., Zhang, S., Yan, X., Gardy, J., Dao, B. L., & Jiang, X. (2026) · Waste Management · doi:10.1016/j.wasman.2026.115476 · Cited by 3
Saikia, D., Deka, J., Chen, Y.-C., Wu, C.-J., Hsu, C.-E., & Kao, H. (2026) · Journal of Energy Storage · doi:10.1016/j.est.2026.120839 · Cited by 4
Xiao, J., Huang, Y., Zhao, Y.-P., Li, Y., Cao, J.-P., & Qiu, J.-S. (2026) · Nano Energy · doi:10.1016/j.nanoen.2026.111861 · Cited by 4
Unlocking high-power capability in graphite/Si-C blended anodes through optimal Si C content
Kim, M. S., Im, H., Koo, J., Jang, J., Lee, J., Oh, J.-H., Lee, J.-U., Park, J. S., Kim, K.-H., & Kim, Y.-J. (2025) · Chemical Engineering Journal · doi:10.1016/j.cej.2025.170616 · Cited by 4
Nguyen, P. N., & Kim, W. (2025) · Journal of Power Sources · doi:10.1016/j.jpowsour.2025.236873 · Cited by 4
Kumar, K., & Kundu, R. (2025) · Energy & Fuels · doi:10.1021/acs.energyfuels.5c00335 · Cited by 4
Kim, H.-S., Kim, J., Yoo, S. T., Ryu, J., & Oh, S. M. (2021) · doi:10.1149/1945-7111/abf50a · Cited by 4
Safe, economical and fast-charging secondary batteries using single-walled carbon nanotubes
Li, C.-H., Ishii, Y., & Kawasaki, S. (2018) · Japanese Journal of Applied Physics · doi:10.7567/1347-4065/aaea68 · Cited by 4
Qu, F., She, G.-W., Wang, J.-T., Qi, X.-P., Zhang, S., Li, S., Mu, L.-X., & Shi, W.-S. (2018) · Materials Research Express · doi:10.1088/2053-1591/aaceea · Cited by 4
Wang, Y., Shen, W., Long, X.-H., Wu, S.-X., Wei, X.-J., Luo, Y., Ye, K.-H., Lin, Z., & Zhang, S.-Q. (2026) · Nano Energy · doi:10.1016/j.nanoen.2026.112070 · Cited by 3
Liao, S.-J., Cheng, D., Xu, X., Li, Q.-Y., Xu, S., Zhang, J., Wei, H., Wei, Y., Li, Q., Li, K., et al. (2025) · Chinese Chemical Letters · doi:10.1016/j.cclet.2025.111329 · Cited by 3
Wang, H., Ye, Y., Liu, H., Li, Q., Wang, K., Sun, S., Wu, F., Chen, R.-J., & Li, L. (2025) · Nano letters (Print) · doi:10.1021/acs.nanolett.4c05550 · Cited by 3
Cheng, R.-F., Wang, J., Song, X.-T., Wang, Z.-H., Liang, Y.-Q., Zhang, H., & Wang, X. (2024) · ACS Applied Materials and Interfaces · doi:10.1021/acsami.4c06058 · Cited by 3
Kang, H., Kim, H., Yeom, C., & Park, M. J. (2022) · ACS Applied Energy Materials · doi:10.1021/acsaem.2c00103 · Cited by 6
Li, J., Du, K., Liu, M., Tang, M., Fan, J.-H., Zhu, H., Shen, G., Yin, H.-Y., Deng, B., Li, W., et al. (2026) · Journal of Power Sources · doi:10.1016/j.jpowsour.2026.240587 · Cited by 3
Zhang, X.-B., Wan, Q., Zhou, Q.-H., Kang, L., & Huang, G.-Q. (2026) · Chemical Engineering Journal · doi:10.1016/j.cej.2026.176229 · Cited by 2
Gami, P., & Kumar, S. (2026) · Journal of Power Sources · doi:10.1016/j.jpowsour.2026.239382 · Cited by 2
Wang, Z.-R., Wang, Q., Wang, T., Xie, H., Wang, H.-K., Zhang, B.-L., Zhang, B., Gao, G., Li, G., Li, Y.-W., et al. (2025) · ACS Applied Energy Materials · doi:10.1021/acsaem.4c03260 · Cited by 2
Facile Synthesis of Ge SiO Alloys as a Superior Anode Enables High-energy Lithium-ion Batteries
He, W., Xu, W., Li, Z.-G., Sun, Y.-S., Gu, J.-Z., Cao, X.-X., Huang, K., Zhang, M., & Jiang, J.-M. (2024) · Journal of Alloys and Compounds · doi:10.1016/j.jallcom.2024.177278 · Cited by 2
Fabrication of nano battery from CdS quantum dots and organic polymer
Kadim, A. M. (2021) · Maǧallaẗ Al-Kuwayt li-l-ʿulūm · doi:10.48129/kjs.v49i1.11757 · Cited by 2
Silicon embedded into graphite by van der Waals force for high-performance Li-ion batteries
Gao, Y., Zhang, Q., Ni, Y., Tao, X., Zhong, H.-W., Li, Z.-F., Xing, J.-M., Kan, S., Chen, Y.-T., Lu, Z.-M., et al. (2026) · Energy Storage Materials · doi:10.1016/j.ensm.2026.105382 · Cited by 1
Sustainable FeOCl-driven interfacial reconstruction for upcycling spent graphite anodes
Wang, Q., Wang, X., Zhou, J., Wang, H., Liu, J., Ma, X., & Wang, W. (2026) · Separation and Purification Technology · doi:10.1016/j.seppur.2026.139346 · Cited by 1
Jin, H., Ha, J., Oh, I., & Naguib, H. E. (2026) · SPIE Smart Structures and Materials + Nondestructive Evaluation · doi:10.1117/12.3100369 · Cited by 1
“For instance, graphite, the conventional anode material widely used in commercial LIBs exhibits sluggish intercalation kinetics, which restricts its ability to support high-rate operation 10,11 .”
Li, Z.-Z., Wang, Y., Luo, Y.-S., Song, Z.-Y., Liu, Z., Liu, S., Gong, K., & Liu, W. (2026) · Electrochimica Acta · doi:10.1016/j.electacta.2026.148786 · Cited by 1
Wu, Y.-K., Kuang, W.-W., Zhu, C., Xiao, L., Gong, K., Zhao, X.-S., & Wang, Y. (2026) · Journal of Power Sources · doi:10.1016/j.jpowsour.2025.238757 · Cited by 1
Application of Nano-Silicon Based Materials in Anode of Lithium Ion Battery
Ma, N. (2025) · Highlights in Science Engineering and Technology · doi:10.54097/dv5sfw12 · Cited by 1
“…anodes (α-Si/graphite) via Ni-catalyzed hydrogenation and chemical vapor deposition (CVD), achieved Initial coulombic efficiency of 93.8%, energy density exceeding 1060 Wh L -1 at 10 mA cm -2 current density, with fast-charging performance 1.5 times higher than commercial graphite anodes [6].”
InfluentialTang, H., Huang, Z., Zhao, L.-Y., Wang, B., Qiu, Z., Wang, S., Huang, H., Wu, A.-M., & Yang, Z.-H. (2025) · Ionics (Kiel) · doi:10.1007/s11581-025-06369-z · Cited by 1
Ha, C., Lee, L., La, Y., Seo, J., Kim, H., & Kim, Y.-J. (2025) · International Journal of Energy Research · doi:10.1155/er/2030473 · Cited by 1
“…x caused by the irreversible conversion reaction of SiO x to form lithium silicate phase upon the initial lithiation, the prelithiation technique using the lithium hydride (LiH) was chosen because of its easiness for controlling the degree of prelithiation without the use of metallic lithium [20].”
Revealing Partial Graphitization of Amorphous Carbon in SiO2@C during Magnesiothermic Reduction
Kang, M., Kim, S., Heo, I., & Yoo, W. C. (2024) · ACS Applied Energy Materials · doi:10.1021/acsaem.4c01115 · Cited by 1
Zhu, X. (2024) · Journal of Physics, Conference Series · doi:10.1088/1742-6596/2798/1/012011 · Cited by 1
Recycling of protective layer of Ni rich layered oxide material in Li ion batteries
Park, C., & Park, K. (2024) · Electrochimica Acta · doi:10.1016/j.electacta.2024.143983 · Cited by 1
Ding, X., Zhu, S., Tao, X., Chu, W.-S., Wu, Z., Liu, G., Guan, Y., & Tian, Y.-C. (2023) · Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.3c06127 · Cited by 1
Challenges and opportunities towards fast-charging battery materials
Liu, Y., Zhu, Y., & Cui, Y. (2019) · Nature Energy · doi:10.1038/s41560-019-0405-3 · Cited by 1,859
Wang, J.-X., Guo, C., Liu, N., Liang, X.-Y., & Liu, T. (2027) · Journal of Energy Storage · doi:10.1016/j.est.2026.125303
Zhang, N.-Z., Jiang, X., Gong, W., Ding, J., Hou, C.-X., Wang, Z., & Liu, X.-G. (2026) · Journal of Energy Storage · doi:10.1016/j.est.2026.125067
Wang, B., Hao, Q.-Y., Wu, N., Meng, L.-C., Ji, Z.-Z., & Wang, H. (2026) · Journal of materials science. Materials in electronics · doi:10.1007/s10854-026-18671-1
“…layer not only facilitate the electrolyte penetration and Li + diffusion and avoid the pulverization of the electrode, but also form a stable SEI membrane and prevent the side reactions between silicon and electrolytes, thus ensuring outstanding cycling stability and rate capability [52, 53].”
Aluminum phosphate functionalization of graphite promoting interfacial lithium ion desolvation
Chen, Q., Guo, Z., Qi, S., Ye, S., Cao, A., Liu, Q., Zhang, D., Luo, H., Kong, X., Jin, H., et al. (2026) · Journal of Energy Chemistry · doi:10.1016/j.jechem.2026.10.005
Qian, Y., Du, Y., Tang, Y.-J., Sun, C.-P., Zheng, Y.-F., Shi, J., Guo, C.-L., & Lin, N. (2026) · Energy Storage Materials · doi:10.1016/j.ensm.2026.105521
Zhang, H.-J., Weng, Z.-D., Zhang, P.-F., Zhang, X., & Du, C.-F. (2026) · Langmuir · doi:10.1021/acs.langmuir.6c03614
Liu, Y., Wu, C.-Q., Yang, X.-R., Wu, Y.-F., Huang, X.-W., Wang, H., & Zhou, N.-G. (2026) · Journal of Energy Storage · doi:10.1016/j.est.2026.122765
Wang, L., Liu, M.-L., Zhao, Q., Chu, R.-J., Xie, L.-L., Yang, X.-L., Zhong, Y.-L., Zhu, L.-M., Ji, K., & Cao, X.-Y. (2026) · Chemical Engineering Journal · doi:10.1016/j.cej.2026.180628
Zeng, Y., Yang, Z., Liang, H.-T., Duan, Z., Ju, X.-K., He, X., Zhu, M., & Hu, R.-Z. (2026) · Journal of Materials Science & Technology · doi:10.1016/j.jmst.2026.06.048
High energy-density, fast-chargeable lithium-ion batteries by mechanically interlocked polymers
Seo, G., Elabd, A., Jeong, S. H., Braks, L., Lee, T., Park, K., Kim, J., Kim, S., Lee, S., Oh, J., et al. (2026) · Joule · doi:10.1016/j.joule.2026.102573
Ding, Q.-H., Li, H., & Ai, X.-P. (2026) · New Energy Materials and Devices · doi:10.53941/nemd.2026.100002
“In another approach, Kim et al. [48] created porous structures on the graphite surface via a catalytic hydrogenation reaction.”
Wu, X., Wu, H.-X., Jiang, S.-W., Liu, Y., Hu, P., Zhang, T., Yao, L.-L., Dong, P., Xiao, W., Zhang, Y.-J., et al. (2026) · Science China Materials · doi:10.1007/s40843-025-3951-4
“…existing methods for preparing a Si, such as liquid-phase quenching [10], high-energy ball milling (HEBM) [12], and chemical vapor deposition (CVD) [13], still face inherent limitations including complex processes, low product purity, poor thermal stability, and challenges in scaling up production.”
Wang, Q., Gao, N., Gu, H., Jiang, Z.-Q., Liu, Y.-Z., Chen, W.-H., Jiang, Z.-J., & Ye, J. (2026) · Chemical Engineering Journal · doi:10.1016/j.cej.2026.177287
Development of Amorphous Metallic Surfaces for Energy Storage Applications
Sotelo-Mazón, O., Henao, J., Zezatti, V., Rojas, H., Espinosa-Arbeláez, D., Mondragón-Rodríguez, G., & Poblano-Salas, C. A. (2026) · Applied Sciences · doi:10.3390/app16084039
Review of the full life cycle of lithium anode materials: From cradle to cradle
Liu, Y., Duan, H., Zhao, Q., & Liang, Z. (2026) · Journal of Energy Storage · doi:10.1016/j.est.2026.120989
Han, Y., Wang, H., Xie, L.-J., Chen, J.-P., Ge, L., Zhao, Y., Di, H., Song, G., Li, X.-M., Yi, Z.-L., et al. (2026) · New Carbon Materials · doi:10.1016/s1872-5805(26)61076-1
Petit, J., Heugel, P., Kreissl, J., Miyazaki, K., Abe, T., Ikezawa, A., Arai, H., Yaguchi, A., Nishimura, Y., Akimoto, Y., et al. (2025) · ACS Applied Energy Materials · doi:10.1021/acsaem.5c02158
Zhang, Y.-Q., Du, W., Yang, G.-Z., & Wang, C.-X. (2025) · Fundamental Research · doi:10.1016/j.fmre.2025.05.009
“This issue arises from its low working potential [ 0.2 V vs lithium (Li)] and the polarization effects in the electrode [ 11 , 12 ].”
InfluentialSingh, C. B., Bhattacharya, S., Patel, U. S., Bhargav, P. B., & Ahmed, N. (2023) · Chemistry Physics · doi:10.1016/j.chemphys.2023.112066
Wang, S.-F., Sriram, B., & Li, T.-R. (2026) · Journal of Power Sources · doi:10.1016/j.jpowsour.2026.240909
Advances and perspectives of chemical vapor deposition fabricated nano-scale silicon‑carbon anodes
Lin, J.-J., Fan, M.-X., Zhang, X., Wang, Z., & Chen, Y. (2026) · Journal of Energy Storage · doi:10.1016/j.est.2026.123490
Ghosh, S., Hepp, A., Kumta, P., Datta, M., & Martha, S. (2022) · Silicon Anode Systems for Lithium-Ion Batteries · doi:10.1016/b978-0-12-819660-1.00010-4
In Situ Transmission Electron Microscopy for Studying Lithium-Ion Batteries
Gong, C., Pu, S.-D. D., & Robertson, A. W. (2021) · Advances in Sustainable Energy · doi:10.1007/978-3-030-74406-9_19
Metadata
- Authors
- Kim, N., Chae, S., Ma, J., Ko, M., & Cho, J.
- Affiliations
- Ulsan National Institute of Science and Technology (KR)
- Corresponding author
- Ko, Minseong
- Cho, Jaephil
- Venue
- Nature Communications
- Published
- 2017-10-09
- Volume
- 8
- Issue
- 1
- Pages
- 812-812
- ISSN
- 2041-1723 (ISSN-L)
- PMC
- PMC5634447
- OpenAlex
- W2764301473
- Cited by
- 434
- References
- 54
- Citations by year
- 2026: 34 · 2025: 66 · 2024: 67 · 2023: 51 · 2022: 57 · 2021: 47 · 2020: 44 · 2019: 46 · 2018: 22
- FWCI
- 12.73
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Nature Communications (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Scholarworks@UNIST (Ulsan National Institute of Science and Technology) (submittedVersion)
- Funders
- Samsung
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advancements in Battery Materials
- Physical Sciences › Engineering › Automotive Engineering › Battery Modeling and Management
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advanced Battery Materials and Technologies
- Keywords
- lithium-ion batteries, fast charging, graphite anode, hybrid anode, Coulombic efficiency, lithium plating, energy density, lithium ion transport
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review