The DOI matches its Crossref record; 53 of the 53 references it cites were found in a registry or an index.
Lithium-Sulfur Battery Technology Readiness and Applications—A Review
Open accessAbstract
Lithium Sulfur (Li-S) battery is generally considered as a promising technology where high energy density is required at different applications. Over the past decade, there has been an ever increasing volume of Li-S academic research spanning materials development, fundamental understanding and modelling, and application-based control algorithm development. In this study, the Li-S battery technology, its advantages and limitations from the fundamental perspective are firstly discussed. In the second part of this study, state-of-the-art Li-S cell modelling and state estimation techniques are reviewed with a focus on practical applications. The existing studies on Li-S cell equivalent-circuit-network modelling and state estimation techniques are then discussed. A number of challenges in control of Li-S battery are also explained such as the flat open-circuit-voltage curve and high sensitivity of Li-S cell’s behavior to temperature variation. In the last part of this study, current and future applications of Li-S battery are mentioned.
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
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 cited source says what the claim attributes to it.
In the citing paper
“In most cases, the lifespan of a Li-S cell is limited to few hundred cycles, especially at high discharge currents [45,50].”
From Parametric Study of a Lunar Base Power Systems (2021) · cites this paper as [45]
The cited source says what the claim attributes to it.
In the citing paper
“Today Li-S batteries exhibit limited instantaneous power capabilities, high self-discharge and relatively high-capacity decay [45,46].”
From Parametric Study of a Lunar Base Power Systems (2021) · cites this paper as [45]
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 New Approach to Linear Filtering and Prediction Problems
Kalman, R. E. (1960) · Journal of Basic Engineering · doi:10.1115/1.3662552 · Cited by 31,751
Li-O2 and Li-S batteries with high energy storage
Bruce, P. G., Freunberger, S. A., Hardwick, L. J., & Tarascon, J.-M. (2012) · Nature Materials · doi:10.1038/nmat3191 · Cited by 9,479
Rechargeable Lithium–Sulfur Batteries
Manthiram, A., Fu, Y., Chung, S., Zu, C., & Su, Y. (2014) · Chemical Reviews · doi:10.1021/cr500062v · Cited by 4,710
Polysulfide Shuttle Study in the Li/S Battery System
Mikhaylik, Y., & Akridge, J. R. (2004) · Journal of The Electrochemical Society · doi:10.1149/1.1806394 · Cited by 2,112
Ji, X., & Nazar, L. F. (2010) · Journal of Materials Chemistry · doi:10.1039/b925751a · Cited by 1,965
Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs
Plett, G. L. (2004) · Journal of Power Sources · doi:10.1016/j.jpowsour.2004.02.032 · Cited by 1,927
Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs
Plett, G. L. (2004) · Journal of Power Sources · doi:10.1016/j.jpowsour.2004.02.033 · Cited by 1,768
Powering Lithium–Sulfur Battery Performance by Propelling Polysulfide Redox at Sulfiphilic Hosts
Yuan, Z., Peng, H., Hou, T.-Z., Huang, J., Chen, C., Wang, D., Cheng, X., Wei, F., & Zhang, Q. (2015) · Nano Letters · doi:10.1021/acs.nanolett.5b04166 · Cited by 1,447
Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs
Plett, G. L. (2004) · Journal of Power Sources · doi:10.1016/j.jpowsour.2004.02.031 · Cited by 1,385
Lithium sulfur batteries, a mechanistic review
Wild, M., O’Neill, L., Zhang, T., Purkayastha, R. T., Minton, G., Marinescu, M., & Offer, G. J. (2015) · Energy & Environmental Science · doi:10.1039/c5ee01388g · Cited by 1,105
Self-citation
Flagged first, then by citations
Research works printed but not linked: 2
- Zoski, C.G. (2007). Handbook of Electrochemistry, Elsevier.
- Auger, D.J. (2017). Using Ideas from Control Theory in the Modelling and Management of Lithium-Sulfur Batteries, University of Oxford.
Cited by
Sorted by citations
Items 101–178 of 178
Rambutan peel derived porous carbons for lithium sulfur battery
Arie, A. A., Kristianto, H., Susanti, R. F., & Lee, J. K. (2021) · SN Applied Sciences · doi:10.1007/s42452-021-04540-5 · Cited by 14
Electrochemical Kinetics Study of Interaction Between Li Metal and Polysulfides
Talian, S. D., Vižintin, A., Moškon, J., Dominko, R., & Gaberšček, M. (2020) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/ab8ed1 · Cited by 14
Boenke, T., Kirchhoff, S., Reuter, F., Schmidt, F., Weller, C., Dörfler, S., Schwedtmann, K., Härtel, P., Abendroth, T., Althues, H., et al. (2022) · Nano Research · doi:10.1007/s12274-022-5017-8 · Cited by 13
Cherian, S. K., Sarkar, R., Shavez, M., Sarada, B. V., Rao, T. N., & Sharma, C. S. (2025) · Journal of Alloys and Compounds · doi:10.1016/j.jallcom.2025.179646 · Cited by 12
Kuzmina, E. V., Karaseva, E. V., Kolosnitsyn, D. V., Шеина, Л. В., Шакирова, Н. В., & Kolosnitsyn, V. S. (2018) · Journal of Power Sources · doi:10.1016/j.jpowsour.2018.08.045 · Cited by 12
State of Charge Estimation in Lithium-Sulfur Cells Using LSTM Recurrent Neural Networks
Wang, Z., Fotouhi, A., & Auger, D. J. (2020) · European Control Conference (ECC) · doi:10.23919/ecc51009.2020.9143926 · Cited by 12
Self-citationArie, A. A., Kristianto, H., Cengiz, E. C., & Demir‐Cakan, R. (2019) · Carbon letters · doi:10.1007/s42823-019-00085-1 · Cited by 12
Sun, G. W., Jin, M. J., Liu, Q. Y., Zhang, C., Pan, J. L., Wang, Y. C., Gao, X. P., Sun, G., Pan, X. J., & Zhou, J. (2022) · Chemical Engineering Journal · doi:10.1016/j.cej.2022.139752 · Cited by 11
Recent Advances in Nanostructured Conversion-Type Cathodes: Fluorides and Sulfides
Islam, M., Ahmed, M. S., Yun, S., Ali, B., Kim, H.-Y., & Nam, K. (2025) · Nanomaterials · doi:10.3390/nano15060420 · Cited by 11
High-efficient multifunctional electrochemical membrane for lithium polysulfide redox flow batteries
Wang, T., Wang, X., Pendse, A., Gao, Y., Wang, K., Bae, C., & Kim, S. (2021) · Journal of Membrane Science · doi:10.1016/j.memsci.2021.119539 · Cited by 11
Freestanding carbon nanofoam papers with tunable porosity as lithium–sulfur battery cathodes
Neale, Z. G., Lefler, M. J., Long, J. W., Rolison, D. R., Sassin, M. B., & Carter, R. (2023) · Nanoscale · doi:10.1039/d3nr02699j · Cited by 11
Kiai, M. S., Eroğlu, Ö., & Kızıl, H. (2019) · Nanoscale Research Letters · doi:10.1186/s11671-019-3099-3 · Cited by 11
Atomistic discharge studies of sulfurized-polyacrylonitrile through ab initio molecular dynamics
Bertolini, S., & Jacob, T. (2021) · Electrochimica Acta · doi:10.1016/j.electacta.2021.139538 · Cited by 11
Gerle, M., Wagner, N., Häcker, J., Nojabaee, M., & Friedrich, K. A. (2022) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/ac56a4 · Cited by 10
Bui, H. T., Jang, H., Han, J.-H., Markus, T. J., Sung, M.-M., Kutwade, V. V., Patil, S. A., Shrestha, N. K., Sharma, R., & Han, S. (2023) · Journal of Energy Storage · doi:10.1016/j.est.2023.108295 · Cited by 10
Liu, J., Chen, D., Hong, Z., He, J., Zeng, F., Chen, C., Chen, Y., Li, Q., Chen, Z., Tang, L., et al. (2024) · Journal of Power Sources · doi:10.1016/j.jpowsour.2023.233975 · Cited by 10
Siczek, K. J. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-816392-4.00016-5 · Cited by 10
In-situ Formed Polar Fe2N/MCMB Hybrid Interlayer for High-Rate Li–S Batteries
Muralidharan, N., & Kalaiselvi, N. (2021) · Energy & Fuels · doi:10.1021/acs.energyfuels.1c02504 · Cited by 10
Márquez, R. A., Obeso, J. L., Vaidyula, R. R., López‐Cervantes, V. B., Peralta, R. A., Marín-Rosas, P., Reyes, J. A. D. L., Mullins, C. B., & Ibarra, I. A. (2024) · Journal of Materials Chemistry A · doi:10.1039/d4ta03620d · Cited by 9
First-Principles Study of Amorphous Al2O3 ALD Coating in Li-S Battery Electrode Design
Klorman, J. A., Guo, Q., & Lau, K. C. (2022) · Energies · doi:10.3390/en15010390 · Cited by 9
Brieske, D. M., Warnecke, A., & Sauer, D. U. (2021) · Journal of Energy Storage · doi:10.1016/j.est.2021.103148 · Cited by 9
Alwan, B. A. M. A., Wang, Z., Fawaz, W., & Ng, K. Y. S. (2022) · Energies · doi:10.3390/en15217827 · Cited by 8
Uzakbaiuly, B., Mentbayeva, A., Konarov, A., Kurmanbayeva, I., Zhang, Y., & Bakenov, Z. (2020) · Frontiers in Energy Research · doi:10.3389/fenrg.2020.595481 · Cited by 8
Dual Extended Kalman Filter for State of Charge Estimation of Lithium–Sulfur Batteries
Trilla, L., Casals, L. C., Biendicho, J. J., & Paradell, P. (2022) · Energies · doi:10.3390/en15196989 · Cited by 7
3D copper foam/bamboo charcoal composites as high sulfur loading host for lithium-sulfur batteries
Cheng, J., Song, H., Pan, Y., Ou, Y., Liu, Q., & Liu, L. (2018) · Ionics · doi:10.1007/s11581-018-2720-2 · Cited by 7
Essential Features of Electrolyte Solvents that Enable High‐Performance LiS Batteries
Kang, J. K., Kim, T. J., Park, J. W., & Jung, Y. (2019) · Bulletin of the Korean Chemical Society · doi:10.1002/bkcs.11736 · Cited by 7
Zhao, X., Wang, J., Sun, X., Wei, K., Wang, W., Wang, A., Huang, Y., & Guan, Y. (2021) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/abed2a · Cited by 7
A Synergistic Strategy for the Development of Advanced, Scalable Lithium–Sulfur Batteries
Hasan, M. W., Abrha, L. H., Hossain, M., Oli, H., Lama, B., Bandlamudi, S. R. P., Terkildsen, N., Shchepin, R. V., Pupek, K., Paudel, T. R., et al. (2025) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.5c08529 · Cited by 6
Oh, Y.-S., Yang, J.-J., Jeong, M., Park, J., & Ahn, S. (2025) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2025.108262 · Cited by 6
Optimization study on the design of utility tractor powered by electric battery
Sitompul, J., Zhang, H., Noguchi, R., & Ahamed, T. (2019) · IOP Conference Series Earth and Environmental Science · doi:10.1088/1755-1315/355/1/012058 · Cited by 6
Sim, E. S., Woo, J., & Chung, Y. (2021) · Applied Surface Science · doi:10.1016/j.apsusc.2021.150149 · Cited by 6
All Electric Aircraft Mid-Air Recharging via Wireless Power Transfer: Battery Requirement Study
Goh, S. T., & Zekavat, S. A. R. (2018) · IEEE International Conference on Wireless for Space and Extreme Environments (WiSEE) · doi:10.1109/wisee.2018.8637341 · Cited by 5
Vyas, U. B., Shah, V. A., Athul Vijay, P. K., & Patel, N. R. (2021) · COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering · doi:10.1108/compel-03-2021-0113 · Cited by 5
Effect of the Electrolyte Amount and Type on the Lithium‐Sulfur Battery Performance
Yüksel, K., Firtin, A., Karaseva, E. V., Kuzmina, E. V., Kolosnitsyn, V. S., & Eroğlu, D. (2026) · ChemElectroChem · doi:10.1002/celc.70225 · Cited by 4
Innovability for a Better World (and a New One?)
Ciorra, E., Polimanti, E., & Canino, A. (2024) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780192899798.013.49 · Cited by 4
Shateri, N., Auger, D. J., Fotouhi, A., & Brighton, J. (2022) · Energy Storage · doi:10.1002/est2.412 · Cited by 4
Self-citationGonzalez, J. R., Jimenez, F. J., Bonilla, Á., López-Luna, M. C., Lara-Raya, F. R., & Caballero, Á. (2024) · Journal of Energy Storage · doi:10.1016/j.est.2024.111317 · Cited by 4
Schmidt, R., Boenke, T., Härtel, P., Dörfler, S., Abendroth, T., Althues, H., & Kaskel, S. (2025) · Batteries & Supercaps · doi:10.1002/batt.202400768 · Cited by 3
Global Sensitivity Analysis of 0-D Lithium Sulfur Electrochemical Model
Dangwal, C., Kato, D., Huang, Z., Kandel, A., & Moura, S. J. (2023) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2023.10.585 · Cited by 3
Periodic Optimal Input Shaping for Maximizing Lithium-Sulfur Battery Parameter Identifiability
Doosthosseini, M., Xu, C., & Fathy, H. K. (2023) · Journal of Dynamic Systems Measurement and Control · doi:10.1115/1.4064024 · Cited by 3
How suitable is lithium-sulphur battery for electric city bus application
Auger, D. J., Serra, V. C., Soleymani, M., & Fotouhi, A. (2020) · International Journal of Powertrains · doi:10.1504/ijpt.2020.10033123 · Cited by 3
Self-citationWang, C., Wu, J., Li, X., & Mi, Y. (2019) · RSC Advances · doi:10.1039/c9ra06402h · Cited by 3
Tian, J., Yang, Z., Zheng, Y., & Chen, Z. (2025) · Solids · doi:10.3390/solids6030047 · Cited by 2
Gao, N., Gong, Y., Yang, X., Yang, D., Yang, Y., Wang, B., & Long, H. (2025) · Energies · doi:10.3390/en18174493 · Cited by 2
Li, X., Song, Y., Yan, Z., Wang, J., Ding, F., Chen, Z., Wang, H., & Li, J. (2025) · Electrochimica Acta · doi:10.1016/j.electacta.2025.147523 · Cited by 2
Optimization of iron impregnation on biomass-derived carbons for Li–S batteries
Valdivia-Moreno, O. E., Laverde, J., López, D., Buitrago‐Sierra, R., & Arcibar‐Orozco, J. A. (2025) · MRS Advances · doi:10.1557/s43580-025-01435-0 · Cited by 2
Knapp, A., Härtel, P., Hermes, I., Auernhammer, G. K., Kuehnert, I., Abendroth, T., & Krause, B. (2026) · Advanced Composites and Hybrid Materials · doi:10.1007/s42114-026-01707-9 · Cited by 2
Fritzke, J. B., Stockham, M. P., Juramy, M., Fitch, S. D. S., Furness, L., Garcı́a-Aráez, N., & Grey, C. P. (2026) · Faraday Discussions · doi:10.1039/d6fd00047a · Cited by 2
Optical and X-ray absorption interrogation of selenium-based redox in Li–S x Se y batteries
DeBlock, R. H., Lefler, M. J., Neale, Z. G., Love, C. T., Long, J. W., & Carter, R. (2024) · Energy Advances · doi:10.1039/d3ya00548h · Cited by 2
Modeling and State Estimation for Lithium Sulfur Batteries as a Piecewise Affine System
Goujard, G., Dangwal, C., Gill, P., Kato, D., & Moura, S. J. (2023) · IEEE Conference on Decision and Control (CDC) · doi:10.1109/cdc49753.2023.10383616 · Cited by 2
Bouafia, H., Sahli, B., Uğur, Ş., Akbudak, S., & Ugur, G. (2019) · The Philosophical Magazine A Journal of Theoretical Experimental and Applied Physics · doi:10.1080/14786435.2019.1643958 · Cited by 2
Electrochemical Energy Storage and Conversion for Electrified Aircraft
Misra, A. (2022) · Cambridge University Press eBooks · doi:10.1017/9781108297684.008 · Cited by 2
Chung, S., & Manthiram, A. (2020) · Wiley eBooks · doi:10.1002/9783527610426.bard110016 · Cited by 2
State estimation methodologies for lithium-sulfur battery management systems
Ayadi, F., Auger, D. J., Fotouhi, A., & Shateri, N. (2022) · Elsevier eBooks · doi:10.1016/b978-0-12-819676-2.00006-2 · Cited by 1
Self-citationStructural, mechanical and optical properties of pristine and oxygen-doped lithium-based compounds
Bai, C., Zhao, Y., Gu, S., Wang, D., Guo, J., Hu, D., Wang, Y., Xu, L., Xiao, H., & Fang, G. (2026) · Journal of Molecular Modeling · doi:10.1007/s00894-026-06717-4 · Cited by 1
Mirtaleb, A., Mamtani, S., & Wang, R. (2026) · Progress in Materials Science · doi:10.1016/j.pmatsci.2026.101739 · Cited by 1
Deterministic observability calculations for zero-dimensional models of lithium–sulfur batteries
Rodriguez, V. M., Shateri, N., Fotouhi, A., Propp, K., & Auger, D. J. (2024) · Journal of Energy Storage · doi:10.1016/j.est.2024.111442 · Cited by 1
Self-citationChemistry and Operation of Li-S Batteries
Jabeen, N., Husnain, A., Azhar, U., Arif, M., Sagir, M., Hussain, M. T., & Tahir, M. B. (2024) · Springer tracts in electrical and electronics engineering · doi:10.1007/978-981-99-2796-8_3 · Cited by 1
First-Principles Calculations for Lithium-Sulfur Batteries
He, Q., Xiao, W., Wu, M., & Zhao, Y. (2024) · Topics in applied physics · doi:10.1007/978-3-031-47303-6_8 · Cited by 1
Advance of Metal Compound Cathodes in Lithium Sulfur Batteries
Liu, Z., Sun, Y., & Xu, H. (2024) · E3S Web of Conferences · doi:10.1051/e3sconf/202455301003 · Cited by 1
Siczek, K. J. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-816392-4.00010-4
(2021) · Wiley eBooks · doi:10.1002/9781119881599.refs
Oliveira, F. C., Santin, L. G., & Oliveira, S. S. (2022) · Revista Processos Químicos · doi:10.19142/rpq.v16i30.640
Advances in nanomaterials for sulfurized carbon cathodes
Salvatierra, R. V., James, D. K., & Tour, J. M. (2022) · Elsevier eBooks · doi:10.1016/b978-0-323-91934-0.00022-3
Haq, I. U., Anwar, A. W., Arslan, Z., Waheed, A., Ilyas, U., & Nasreen, F. (2022) · Journal of nano research · doi:10.4028/p-f944iu
Arora, A., & Qanungo, K. (2023) · AIP conference proceedings · doi:10.1063/5.0111947
Design and Optimization of Nanostructures for Sulphur Cathodes
Arshad, N., Khalil, A., Nazir, S., Tahir, M. B., & Sagir, M. (2024) · Springer tracts in electrical and electronics engineering · doi:10.1007/978-981-99-2796-8_9
Materials, Design Consideration, and Engineering in Lithium-Sulfur Batteries
Azhar, U., Arif, M. S., Sagir, M., Jabeen, N., & Afzal, H. (2024) · Springer tracts in electrical and electronics engineering · doi:10.1007/978-981-99-2796-8_5
Metal Oxides Based Nanocomposites for Lithium-Sulfur Batteries
Worku, A. K., Ayele, D. W., Alemu, M. A., Teshager, M. A., Amogne, N. Y., & Getie, F. A. (2024) · Engineering materials · doi:10.1007/978-3-031-66226-3_15
Quilty, C. D., Hill, R. C., Dunkin, M. R., Campos, A. R., Kingan, A., Stein, N. V., Housel, L. M., Takeuchi, E. S., Okasinski, J., Du, Y., et al. (2025) · The Journal of Physical Chemistry Letters · doi:10.1021/acs.jpclett.5c01902
Nanoscopic Imaging the Lithiation of Sulfur Nanoparticles under Electron Beam Irradiation
Huang, R., Zhang, X., Liao, X., Bai, R., Wu, X., Xiang, J., Cheng, S., Zhang, Y., Wang, J., Xiang, H., et al. (2026) · Advanced Science · doi:10.1002/advs.202519640
The Faraday Institution programme: A UK perspective on innovation in the battery sector
Freer, M., & Institution, O. B. O. T. F. (2026) · Carbon Neutral Technologies · doi:10.1016/j.cnt.2026.100014
Mathematical models for understanding lithium sulfur batteries phenomena
Thangavel, V. (2019) · theses.fr (ABES) · doi:10.70675/c76e57a5z46c1z463ezb102z5f5ab5bba999
New polymers as binders or electroactive materials for Li-ion batteries
Ranque, P. (2018) · theses.fr (ABES) · doi:10.70675/5451050ezcd45z43c3za65ez67b36513ab24
Müller, R., Gerle, M., Boenke, T., Härtel, P., Nojabaee, M., Abendroth, T., Althues, H., & Kaskel, S. (2026) · Watt · doi:10.1007/s44503-026-00019-9
In situ polymerization in S@VACNT lithium-sulfur batteries
Taoum, H., Li, S., Cojocaru, C., & Ezzedine, M. (2026) · Next Energy · doi:10.1016/j.nxener.2026.101091
Saleem, M., Khan, S., Naz, N. S., Ahmed, F., Khan, M. A., Bharany, S., Nisa, S. Q., Rehman, A. U., Islam, N., & Khan, M. A. (2026) · Next Energy · doi:10.1016/j.nxener.2026.101071
Metadata
- Authors
- Fotouhi, A., Auger, D., O’Neill, L., Cleaver, T., & Walus, S.
- Affiliations
- Cranfield University (GB)
- Culham Science Centre (GB)
- OXIS Energy, Culham Science Centre, Abingdon, Oxfordshire OX14 3DB, UK
- Corresponding author
- Fotouhi, Abbas
- Venue
- Energies
- Publisher
- MDPI AG
- Published
- 2017-11-23
- Volume
- 10
- Issue
- 12
- Pages
- 1937
- ISSN
- 1996-1073 (ISSN-L)
- OpenAlex
- W2768588210
- Cited by
- 180
- References
- 53
- Citations by year
- 2026: 10 · 2025: 13 · 2024: 21 · 2023: 18 · 2022: 32 · 2021: 33 · 2020: 25 · 2019: 19 · 2018: 9
- FWCI
- 9.20
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Energies (publishedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- CERES (Cranfield University) (submittedVersion, cc-by)
- Funders
- Cranfield University
- Engineering and Physical Sciences Research Council (EP/L505286/1, EP/L505286/)
- Innovate UK
- Topics
- Physical Sciences › Engineering › Automotive Engineering › Battery Modeling and Management
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advanced Battery Materials and Technologies
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advancements in Battery Materials
- Keywords
- lithium-sulfur batteries, battery modeling, state estimation, open-circuit voltage, temperature sensitivity, high energy density, battery applications
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