Sharun Parayil Shaji

Projects

• Perovskite Accelerated Lifetime Assessment, degradation mechanism Comprehension for fast device reliability Enhancement / Team member / ongoing

Publications

• Parayil Shaji, Sharun; Tress, Wolfgang,

  2025.

  Data-driven analysis of hysteresis and stability in perovskite solar cells using machine learning : can machine learning help to extract hidden correlations from the perovskite database? – A case study on hysteresis and stability.

  Energy and AI.

  20(100503).

  Available from: https://doi.org/10.1016/j.egyai.2025.100503

• Torre Cachafeiro, Miguel Angel; Comi, Ennio; Parayil Shaji, Sharun; Narbey, Stéphanie; Jenatsch, Sandra; Knapp, Evelyne; Tress, Wolfgang,

  2024.

  Ion migration in mesoscopic perovskite solar cells : effects on electroluminescence, open circuit voltage, and photovoltaic quantum efficiency.

  Advanced Energy Materials.

  15(5), pp. 2403850.

  Available from: https://doi.org/10.1002/aenm.202403850

• Torre Cachafeiro, Miguel Angel; Comi, Ennio; Parayil Shaji, Sharun; Narbey, Stéphanie; Jenatsch, Sandra; Tress, Wolfgang,

  2024.

  Visualizing ionic field screening in perovskite solar cells via photovoltaic quantum efficiency.

  In:

  International Conference on Simulation of Organic Electronics and Photovoltaics (SimOEP), Winterthur, Switzerland, 2-4 September 2024.

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