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Machine Learning

5 papers hereh-index 227 citations7 works total

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  • astro-ph.GA1
  • cond-mat.mtrl-sci1
  • cs.CV1
  • cs.LG1
  • math.OC1

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cond-mat.mtrl-sci2026

AI-supported Degradation Study of Carbon-based Perovskite Solar Cells: Learning the Device Physics of Perovskite Solar Cells: A Drift-Diffusion Guided Autoencoder Approach

Oliver Zbinden, Sharun Parayil Shaji, Wolfgang Tress

Carbon-electrode-based PSC devices are stressed under 1 Sun equivalent illumination in a stability setup, and different scan-speed dependent current-voltage (J-V) curves are measur…

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