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The Energy-GNoME Perovskite Database is Now Available

We are excited to announce the dedicated Perovskite Database within the Energy-GNoME platform. Perovskites, with their extraordinary versatility and wide range of applications, represent a cornerstone of modern energy materials research. From solar cells to optoelectronics, perovskites are transforming the way we think about energy conversion and efficiency.

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The Energy-GNoME Perovskite Database is a modern resource designed to accelerate perovskite material discovery by leveraging advanced machine learning (ML) techniques and iterative active learning. This tailored dataset highlights promising candidates for photovoltaic applications and provides detailed predictions of their properties, empowering researchers to innovate with greater speed and precision.

Why Focus on Perovskites?

Perovskites stand out for their unique crystalline structure, which enables:

  • High Efficiency: Exceptional performance in photovoltaics.
  • Flexibility: Tunable properties for diverse applications (e.g., single-junction or tandem solar cells).
  • Sustainability: Potential for low-cost and scalable synthesis.

However, the vast chemical space of perovskites makes finding optimal candidates a significant challenge. That’s where Energy-GNoME’s data-driven approach proves transformative.

Applications and Impact

The Energy-GNoME Perovskite Database opens new possibilities for breakthroughs in the Solar Energy field, accelerating the discovery of stable, lead-free perovskite compositions for high-efficiency photovoltaics.

By providing detailed predictions and enabling faster material screening, the Perovskite Database empowers researchers to focus on innovation rather than data collection and preliminary analyses.

Contribute to the Project

We invite the materials science community to explore, utilize, and contribute to the Energy-GNoME Perovskite Database. Your feedback and collaboration will help us refine and expand this valuable resource, propelling the next generation of perovskite-based technologies.

Discover. Predict. Energize.
The Energy-GNoME Team