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Peer-reviewedCC BY 4.0Scientific Reports

Bio-electrochemical swarm intelligence with quantum constrained graph learning for distributed battery optimization in urban microgrids

  • Manisha Lande
  • Devesh Shrivastava
  • Gaurav Gadge
  • Deepali Marghade
  • Sameer Gajghate
  • Milon Selvam Dennison
  • Sudev Das
  • Muhamad Mat Noor
  • Sagar Shelare
Open at sourceDOICite

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Cite

BibTeXRIS
BibTeX
@article{lande2026bioelectrochemical,
  title = {{Bio-electrochemical swarm intelligence with quantum constrained graph learning for distributed battery optimization in urban microgrids}},
  author = {Manisha Lande and Devesh Shrivastava and Gaurav Gadge and Deepali Marghade and Sameer Gajghate and Milon Selvam Dennison and Sudev Das and Muhamad Mat Noor and Sagar Shelare},
  journal = {Scientific Reports},
  year = {2026},
  month = nov,
  doi = {10.1038/s41598-026-79179-6},
  url = {https://www.nature.com/articles/s41598-026-79179-6},
  note = {CC BY 4.0},
}
RIS
TY  - JOUR
TI  - Bio-electrochemical swarm intelligence with quantum constrained graph learning for distributed battery optimization in urban microgrids
AU  - Manisha Lande
AU  - Devesh Shrivastava
AU  - Gaurav Gadge
AU  - Deepali Marghade
AU  - Sameer Gajghate
AU  - Milon Selvam Dennison
AU  - Sudev Das
AU  - Muhamad Mat Noor
AU  - Sagar Shelare
PY  - 2026
DA  - 2026/11/02
JO  - Scientific Reports
DO  - 10.1038/s41598-026-79179-6
UR  - https://www.nature.com/articles/s41598-026-79179-6
SN  - 2045-2322
ER  -