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Collaborations and top research areas from the last five years
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Complex value autoencoder for machinery audio generation
Varghese, A., Starly, B. & Iquebal, A., Aug 2025, In: Manufacturing Letters. 44, p. 1468-1478 11 p.Research output: Contribution to journal › Article › peer-review
Open Access -
CRONet: A convolutional recurrent operator approximator network to accelerate topology optimization
Olabiyi, R., Yang, H. & Iquebal, A., Aug 2025, In: Manufacturing Letters. 44, p. 1052-1063 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Dynamic exploration–exploitation trade-off in active learning regression with Bayesian hierarchical modeling
Islam, U. J., Paynabar, K., Runger, G. & Iquebal, A. S., 2025, In: IISE Transactions. 57, 4, p. 393-407 15 p.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Scopus citations -
Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents
Kumbhar, S., Mishra, V., Coutinho, K., Handa, D., Iquebal, A. & Baral, C., 2025, 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Proceedings of the Conference Findings, NAACL 2025. Chiruzzo, L., Ritter, A. & Wang, L. (eds.). Association for Computational Linguistics (ACL), p. 7539-7570 32 p. (2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Proceedings of the Conference Findings, NAACL 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
A Bayesian Spatiotemporal Modeling Approach to the Inverse Heat Conduction Problem
Olabiyi, R., Pandey, H., Hu, H. & Iquebal, A., Sep 1 2024, In: ASME Journal of Heat and Mass Transfer. 146, 9, 091403.Research output: Contribution to journal › Article › peer-review
4 Link opens in a new tab Scopus citations
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Accelerate Materials Design and Process Optimization through Artificial Intelligence and Machine Learning
Ren, Y. (CoI), Iquebal, A. (CoI), Jiao, Y. (CoI), Chattopadhyay, A. (CoI), Yang, Y. (CoI), Dai, L. (PI) & Baral, C. (CoI)
DOD-ARMY: Army Corps of Engineers (USACE)
3/28/24 → 3/27/26
Project: Research project
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Information-Theoretic Surprise-Driven Approach to Enhance Decision Making in Healthcare
Iquebal, A. (PI)
HHS: National Institutes of Health (NIH)
8/1/23 → 7/31/26
Project: Research project
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Executing what if scenarios at hyperscale via virtual manufacturing machines
Starly, B. (CoI) & Iquebal, A. (PI)
DOD-ARMY-AMC: Army Contracting Command (ACC)
8/23/23 → 5/23/25
Project: Research project
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JRP FY 2023 - Enhanced tracking of non-capital materials for increased supply chain circularity
Iquebal, A. (PI)
8/1/23 → 7/31/24
Project: Research project
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JRP FY 2023 - Waste characterizations for measuring progress on SRPs sustainability goals
Iquebal, A. (PI)
8/1/23 → 7/31/24
Project: Research project