Algorithm selection for lithium-ion battery ECM parameterization: a comparative study of trust-region, Levenberg-Marquardt, Gauss-Newton, and BFGS for accuracy and physical consistency

Arvind Yadav, Basem Abu Zneid, Muktha Eti, Byomakesh Dash, A. Rameshbabu, Gaganjot Kaur, Jatin Sharma, Gurumurthy Ramaiah

Open source

DOI
10.1038/s41598-026-55478-w
Published
2026-06-06
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
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BibTeX

@article{allodium:10.1038/s41598-026-55478-w,
  title = {Algorithm selection for lithium-ion battery ECM parameterization: a comparative study of trust-region, Levenberg-Marquardt, Gauss-Newton, and BFGS for accuracy and physical consistency},
  author = {Arvind Yadav and Basem Abu Zneid and Muktha Eti and Byomakesh Dash and A. Rameshbabu and Gaganjot Kaur and Jatin Sharma and Gurumurthy Ramaiah},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-55478-w},
  url = {https://doi.org/10.1038/s41598-026-55478-w}
}

RIS

TY  - JOUR
TI  - Algorithm selection for lithium-ion battery ECM parameterization: a comparative study of trust-region, Levenberg-Marquardt, Gauss-Newton, and BFGS for accuracy and physical consistency
AU  - Arvind Yadav
AU  - Basem Abu Zneid
AU  - Muktha Eti
AU  - Byomakesh Dash
AU  - A. Rameshbabu
AU  - Gaganjot Kaur
AU  - Jatin Sharma
AU  - Gurumurthy Ramaiah
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-55478-w
UR  - https://doi.org/10.1038/s41598-026-55478-w
ER  - 

APA

Yadav, A., Zneid, B. A., Eti, M., Dash, B., Rameshbabu, A., Kaur, G., Sharma, J., & Ramaiah, G. (2026). Algorithm selection for lithium-ion battery ECM parameterization: a comparative study of trust-region, Levenberg-Marquardt, Gauss-Newton, and BFGS for accuracy and physical consistency. Scientific Reports. https://doi.org/10.1038/s41598-026-55478-w

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