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Peer-reviewedCC BY-NC-ND 4.0Scientific Reports

Physics-informed graph attention networks for multi-objective optimization of double skin façades: a climate-responsive framework for operational carbon reduction

  • Shimaa A. Hussien
  • Batirbek Samandarov
  • Farrukh Bakhritdinov
  • Sanjar Matkarimov
  • Iroda Abdullayeva
  • Saodatkhon Ibragimova
  • Natei Ermias Benti
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Cite

BibTeXRIS
BibTeX
@article{hussien2026physicsinformed,
  title = {{Physics-informed graph attention networks for multi-objective optimization of double skin façades: a climate-responsive framework for operational carbon reduction}},
  author = {Shimaa A. Hussien and Batirbek Samandarov and Farrukh Bakhritdinov and Sanjar Matkarimov and Iroda Abdullayeva and Saodatkhon Ibragimova and Natei Ermias Benti},
  journal = {Scientific Reports},
  year = {2026},
  month = oct,
  doi = {10.1038/s41598-026-75142-7},
  url = {https://www.nature.com/articles/s41598-026-75142-7},
  note = {CC BY-NC-ND 4.0},
}
RIS
TY  - JOUR
TI  - Physics-informed graph attention networks for multi-objective optimization of double skin façades: a climate-responsive framework for operational carbon reduction
AU  - Shimaa A. Hussien
AU  - Batirbek Samandarov
AU  - Farrukh Bakhritdinov
AU  - Sanjar Matkarimov
AU  - Iroda Abdullayeva
AU  - Saodatkhon Ibragimova
AU  - Natei Ermias Benti
PY  - 2026
DA  - 2026/10/21
JO  - Scientific Reports
DO  - 10.1038/s41598-026-75142-7
UR  - https://www.nature.com/articles/s41598-026-75142-7
SN  - 2045-2322
ER  -