Publications by authors named "Rishi E Kumar"

The inorganic perovskite CsPbI shows promising photophysical properties for a range of potential optoelectronic applications but is metastable at room temperature. To address this, Br can be alloyed into the X-site to create compositions such as CsPbIBr that are stable at room temperature but have bandgaps >1.9 eV - severely limiting solar applications.

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  • A-Lab is an autonomous lab designed to speed up the discovery of new inorganic materials by using a combination of AI, computational data, and robotics.
  • Over 17 days, it successfully synthesized 41 new compounds by utilizing machine learning and thermodynamic principles to optimize synthesis recipes.
  • The project's findings not only highlight the potential of AI in materials science but also provide valuable insights for improving current synthesis techniques.
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  • Moisture causes accelerated degradation in photovoltaic (PV) modules, leading to issues like instability, material decomposition, and corrosion, making it hard to design reliable modules.
  • Experimental studies on moisture effects take years to yield results, prompting the use of first principles calculations to model how water impacts the materials in PV modules.
  • Using density functional theory (DFT), researchers analyze the common polymer encapsulant EVA, finding key insights into its degradation mechanisms and the energetic processes involved when moisture is present.
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