Grants per year
Personal profile
Research Interests
Data Mining, High Performance Computing, Materials Informatics, Healthcare Informatics, Social Media Analytics.
Education/Academic qualification
Computer Science, PhD, Iowa State University
… → 2009
Computer Science and Engineering, BTech, Indian Institute of Technology Roorkee
… → 2006
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Collaborative Research: AI-Driven Multi-Scale Design of Materials under Processing Constraints
Agrawal, A. & Choudhary, A. N.
9/1/21 → 8/31/24
Project: Research project
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RAPIDS2: A SciDAC Institute for Computer Science, Data, and Artificial Intelligence
Liao, W., Agrawal, A. & Choudhary, A. N.
9/23/20 → 9/22/25
Project: Research project
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Ankit Agrawal Subproject for CHiMaD
National Institute of Standards and Technology
1/1/19 → 12/31/23
Project: Research project
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PROTEUS: Machine Learning Driven Resilience for Extreme-scale Systems
Choudhary, A. N., Agrawal, A. & Liao, W.
9/1/18 → 8/31/22
Project: Research project
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BD Spokes: SPOKE: MIDWEST: Collaborative: Integrative Materials Design (IMaD): Leverage, Innovate, & Disseminate
Voorhees, P. W., Agrawal, A. & Olson, G. B.
2/15/17 → 1/31/22
Project: Research project
Research Output
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Enabling deeper learning on big data for materials informatics applications
Jha, D., Gupta, V., Ward, L., Yang, Z., Wolverton, C., Foster, I., Liao, W. K., Choudhary, A. & Agrawal, A., Dec 2021, In: Scientific reports. 11, 1, 4244.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing phase mapping for high-throughput X-ray diffraction experiments using fuzzy clustering
Jha, D., Narayanachari, K. V. L. V., Zhang, R., Keane, D. T., Liao, W. K., Choudhary, A., Chung, Y. W., Bedzyk, M. J. & Agrawal, A., 2021, ICPRAM 2021 - Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods. De Marsico, M., di Baja, G. S. & Fred, A. (eds.). SciTePress, p. 507-514 8 p. (ICPRAM 2021 - Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Harnessing Psycho-lingual and Crowd-Sourced Dictionaries for Predicting Taboos in Written Emotional Disclosure in Anonymous Confession Boards
Paul, A., Liao, W. K., Choudhary, A. & Agrawal, A., Sep 2021, In: Journal of Healthcare Informatics Research. 5, 3, p. 319-341 23 p.Research output: Contribution to journal › Article › peer-review
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Heterogeneous Feature Fusion Based Machine Learning on Shallow-Wide and Heterogeneous-Sparse Industrial Datasets
Yang, Z., Watari, T., Ichigozaki, D., Mitsutoshi, A., Takahashi, H., Suga, Y., Liao, W. K., Choudhary, A. & Agrawal, A., 2021, Pattern Recognition. ICPR International Workshops and Challenges, 2021, Proceedings. Del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G. M., Mei, T., Bertini, M., Escalante, H. J. & Vezzani, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 566-577 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12664 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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SIGRNN: Synthetic minority instances generation in imbalanced datasets using a recurrent neural network
Al-Bahrani, R., Jha, D., Kang, Q., Lee, S., Yang, Z., Liao, W. K., Agrawal, A. & Choudhary, A., 2021, ICPRAM 2021 - Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods. De Marsico, M., di Baja, G. S. & Fred, A. (eds.). SciTePress, p. 349-356 8 p. (ICPRAM 2021 - Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution