NSF DMREF 2025 CODE

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*** Generative AI for discovering novel electro-optic materials ***

  • Multi-Agent AI Systems for Literature Mining and Data Augmentation

Stage 1 : Retrieval Augmented Generation (RAG) for Automated Downloading of PDFs related to Electro-Optic (EO) materials …. CLICK HERE FOR CODE

Stage 2 : Multi-agent AI system for automatic extraction of EO properites from downloaded PDFs … CLICK HERE FOR CODE

Stage 3 : Data Augmentation : Cleaning of data obtained from stage 2 and adding additional data (computation, experiments) … CLICK HERE FOR CODE

  • Forward Machine Learning
  • Generative AI Models