| “FabNER”: information extraction from manufacturing process science domain literature using named entity recognition A Kumar, B Starly Journal of Intelligent Manufacturing, 2021 | 106 | 2021 |
| Nanofinishing of FDM fabricated components using ball end magnetorheological finishing process A Kumar, Z Alam, DA Khan, S Jha Materials and Manufacturing processes, 2018 | 75 | 2018 |
| An ensemble of convolution-based methods for fault detection using vibration signals XY Lee, A Kumar, L Vidyaratne, AR Rao, A Farahat, C Gupta 2023 IEEE International Conference on Prognostics and Health Management …, 2023 | 25 | 2023 |
| Generating troubleshooting trees for industrial equipment using large language models (llm) L Vidyaratne, XY Lee, A Kumar, T Watanabe, A Farahat, C Gupta 2024 ieee international conference on prognostics and health management …, 2024 | 19 | 2024 |
| FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source A Kumar, AG Bharadwaj, B Starly, C Lynch NAACL 2022, 1-8, 2022 | 9 | 2022 |
| Textbook to triples: Creating knowledge graph in the form of triples from ai textbook A Kumar, S Dinakaran arXiv preprint arXiv:2111.10692, 2021 | 8 | 2021 |
| Reliable Decision-Making for Multi-Agent LLM Systems XY Lee, S Akatsuka, L Vidyaratne, A Kumar, A Farahat, C Gupta arXiv preprint arXiv:2406.04092, 2025 | 6 | 2025 |
| ManuBERT: A Pretrained Manufacturing Science Language Representation Model A Kumar, B Starly, C Lynch Available at SSRN 4375613, 2023 | 6 | 2023 |
| In Situ Geometric Measurement of Microchannels on EN31 Steel By Laser Micromachining Using Confocal Sensor AK Sahu, F Iqbal, A Kumar, S Jha International Journal of Precision Technology (IJPTECH) 8 (2/3/4), 429-445, 2019 | 6 | 2019 |
| Diagnostics-LLaVA: A Visual Language Model for Domain-Specific Diagnostics of Equipment Kumar, A., Alam, M., Farahat, A., Somineni, M., & Gupta, C. 16th Annual Conference of the PHM Society 2024, 2024 | 4 | 2024 |
| Optimisation of Variable Valve Timings of An SI Engine Using CAE Software A Kumar, A Singh, S Tyagi, G Sharma ELK's Indian Journal of Mechanical Engineering 2 (1), 1-10, 2016 | 3 | 2016 |
| Dataset NER Manufacturing - “FabNER”: Information Extraction from Manufacturing Process Science Domain Literature Using Named Entity Recognition A Kumar, B Starly Dataset- https://doi.org/10.6084/m9.figshare.14782407.v1, 2021 | 2 | 2021 |
| Design and development of cartridge-based automated fluid delivery system for ball end magnetorheological finishing process Z Alam, DA Khan, F Iqbal, A Kumar, S Jha Advances in Simulation, Product Design and Development: Proceedings of …, 2019 | 2 | 2019 |
| Building Domain-Specific Small Language Models via Guided Data Generation A Kumar, EM Amin, XY Lee, L Vidyaratne, AK Farahat, DD Ghosh, ... arXiv preprint arXiv:2511.21748, 2025 | | 2025 |
| Systems and method for constructing troubleshooting trees L VIDYARATNE, XY Lee, A KUMAR, T WATANABE, D Ghosh, ... US Patent 12,461,952, 2025 | | 2025 |
| Predicting Maintenance Actions from Historical Logs using Domain-Specific LLMs A Kumar, A Farahat, C Gupta PHM Society Asia-Pacific Conference 5 (1), 2025 | | 2025 |
| Building Domain-Specific Small Language Models on a Shoestring via Guided Data Generation A Kumar, EM Amin, XY Lee, L Vidyaratne, AK Farahat, Y Koreeda, ... Large Language Models for Scientific and Societal Advances, 2025 | | 2025 |
| Rule-Guided Language Model Alignment for Text Generation Management in Industrial Use Cases S Akatsuka, A Kumar, XY Lee, L Vidyaratne, DD Ghosh, AK Farahat Neurips Safe Generative AI Workshop 2024, 2024 | | 2024 |
| Information Extraction and Knowledge Graph Development for Manufacturing Science Domain Using Natural Language Processing A Kumar North Carolina State University, 2023 | | 2023 |
| Fact-checking binary classification task dataset A Kumar, B Starly, C Lynch https://doi.org/10.6084/m9.figshare.21914928.v1, 2023 | | 2023 |
Ahmed K. FarahatHitachi America, Ltd. R&DVerified email at uwaterloo.ca
