Aman Kumar
Advisors: Drs. Binil Starly and Collin Lynch
- Email: akumar33@ncsu.edu
Research Interests
Aman’s research involves working on named entity recognition, document intelligence and knowledge graphs of large-scale Manufacturing text.
Education
| Degree | Program | School | Year |
|---|---|---|---|
| Expected Graduation | 2023 | Spring | ||
| MSIE | Master of Science in Industrial Engineering | NC State University | 2021 |
| BTech | Bachelor of Technology in Mechanical Engineering | JSS Academy of Technical Education Noida | 2016 |
Honors and Awards
- 2021 | Outstanding Master’s Student, NC State ISE Department
Publications
- FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source
- Kumar, A., Bharadwaj, A. G., Starly, B., & Lynch, C. (2022), ArXiv. https://doi.org/10.48550/arXiv.2206.10318
- FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source
- Kumar, A., Bharadwaj, A. G., Starly, B., & Lynch, C. (2022), SUKI 2022 - Workshop on Structured and Unstructured Knowledge Integration, Proceedings of the Workshop, 1–8. Retrieved from http://www.scopus.com/inward/record.url?eid=2-s2.0-85139121316&partnerID=MN8TOARS
- "FabNER": information extraction from manufacturing process science domain literature using named entity recognition
- Kumar, A., & Starly, B. (2021, June 24), JOURNAL OF INTELLIGENT MANUFACTURING, Vol. 33. https://doi.org/10.1007/s10845-021-01807-x
- Textbook to triples: Creating knowledge graph in the form of triples from AI textbook
- Kumar, A., & Dinakaran, S. (2021), ArXiv. Retrieved from http://www.scopus.com/inward/record.url?eid=2-s2.0-85120030716&partnerID=MN8TOARS
- Design and Development of Cartridge-Based Automated Fluid Delivery System for Ball End Magnetorheological Finishing Process
- Alam, Z., Khan, D. A., Iqbal, F., Kumar, A., & Jha, S. (2020). , . https://doi.org/10.1007/978-981-32-9487-5_67
- Nanofinishing of FDM-fabricated components using ball end magnetorheological finishing process
- Kumar, A., Alam, Z., Khan, D. A., & Jha, S. (2018), Materials and Manufacturing Processes, 34(2), 232–242. https://doi.org/10.1080/10426914.2018.1512136
