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Peer-reviewedCC BY-NCMaterials Horizons

Data-driven modelling for electrolyte optimisation in dye-sensitised solar cells and photochromic solar cells

  • Johan Liotier
  • Antonio Riquelme
  • Valid Mwalukuku
  • Quentin Huaulmé
  • Yann Kervella
  • Renaud Demadrille
  • Cyril Aumaître
Open at sourcePDFDOICite

Abstract

We have developed a data-driven modelling approach to optimising the electrolyte in photochromic dye-sensitized solar cells and have succeeded in simultaneously optimising their visible transmittance and power conversion efficiency.

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Cite

BibTeXRIS
BibTeX
@article{liotier2026datadriven,
  title = {{Data-driven modelling for electrolyte optimisation in dye-sensitised solar cells and photochromic solar cells}},
  author = {Johan Liotier and Antonio Riquelme and Valid Mwalukuku and Quentin Huaulmé and Yann Kervella and Renaud Demadrille and Cyril Aumaître},
  journal = {Materials Horizons},
  year = {2026},
  month = oct,
  doi = {10.1039/d4mh01375a},
  url = {https://hal.science/hal-05775107v1},
  note = {CC BY-NC},
}
RIS
TY  - JOUR
TI  - Data-driven modelling for electrolyte optimisation in dye-sensitised solar cells and photochromic solar cells
AU  - Johan Liotier
AU  - Antonio Riquelme
AU  - Valid Mwalukuku
AU  - Quentin Huaulmé
AU  - Yann Kervella
AU  - Renaud Demadrille
AU  - Cyril Aumaître
PY  - 2026
DA  - 2026/10/02
JO  - Materials Horizons
DO  - 10.1039/d4mh01375a
UR  - https://hal.science/hal-05775107v1
AB  - We have developed a data-driven modelling approach to optimising the electrolyte in photochromic dye-sensitized solar cells and have succeeded in simultaneously optimising their visible transmittance and power conversion efficiency.
SN  - 2051-6347
ER  -