 | Registration No.: | 22PIP633 |
| Name: | Madhavi Kumari |
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| Ph.D. Thesis Title: | ChemReact: Enhancing Language Models with Chemical Reaction Knowledge Graphs for Reaction Prediction |
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| Connect at: | Linkedin |
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| Research: 4 |
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| Kumari M, Chauhan R, Garg P. Can LLMs Revolutionize Text Mining in Chemistry? A Comparative Study with Domain-Specific Tools. Computer Standards & Interfaces 2025, 94: 103997. |
| Kumari M, Chauhan R, Garg P. MedKG: Enabling Precision Medicine through a Unified Biomedical Knowledge Graph. Molecular Diversity 2025, 29: 3465-3483. |
| Kumari M, Chauhan R, Jain R, Garg P. A Novel Context-Aware Retrieval Framework for Biomedical Knowledge Integration with Large Language Models. Information Fusion 2025, 127: 103902. |
| Kumari M, Garg P. Enhanced Chemical Reaction Mining through Combined Model Adaptation and Prompt Engineering. Journal of Chemical Information and Modeling 2025, 65: 10348-10363. |
| Books/Book Chapters: 1 |
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| Varma T, Kamble P, Kumari M, Diwakar V, Garg P. Vitamin-Based Derivatives for the Management of Alzheimer’s Disease. In Natural Product-based Synthetic Drug Molecules in Alzheimer's Disease 2023. Edited By Sharma A, Modi GP. |