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README.md

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 # Dataset Card for "Materials-Informatics"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+Dataset Name: Materials-Informatics
+Dataset Owner: cs-mubashir
+Language: English
+Size: ~600+ entries 
+Last Updated: May 2025
+Source: Extracted from arxiv dataset research repository
+
+
+# Dataset Summary
+
+The Materials-Informatics dataset is a curated collection of research papers from arxiv repository focusing on the intersection 
+of artificial intelligence (AI) and materials science and engineering (MSE). Each entry provides metadata 
+and descriptive information about a research paper, including its title, authors, abstract, keywords, publication year,
+material types, AI techniques used, and application domains.
+
+This dataset aims to serve as a valuable resource for researchers and practitioners working at the convergence
+of machine learning, deep learning, and materials discovery/design. It can be used for tasks like information retrieval, 
+scientific NLP, trend analysis, paper classification, and LLM fine-tuning for domain-specific tasks.
+
+Supported Tasks and Leaderboards
+[More Information Needed]
+
+Languages
+[More Information Needed]