| A general-purpose machine learning framework for predicting properties of inorganic materials L Ward, A Agrawal, A Choudhary, C Wolverton npj Computational Materials 2 (1), 1-7, 2016 | 1147 | 2016 |
| Perspective: Materials informatics and big data: Realization of the “fourth paradigm” of science in materials science A Agrawal, A Choudhary Apl Materials 4 (5), 2016 | 1022 | 2016 |
| Deep convolutional neural networks with transfer learning for computer vision-based data-driven pavement distress detection K Gopalakrishnan, SK Khaitan, A Choudhary, A Agrawal Construction and building materials 157, 322-330, 2017 | 978 | 2017 |
| The international exascale software project roadmap J Dongarra, P Beckman, T Moore, P Aerts, G Aloisio, JC Andre, D Barkai, ... The international journal of high performance computing applications 25 (1 …, 2011 | 946 | 2011 |
| A two-phase algorithm for fast discovery of high utility itemsets Y Liu, W Liao, A Choudhary Advances in Knowledge Discovery and Data Mining: 9th Pacific-Asia Conference …, 2005 | 843 | 2005 |
| Combinatorial screening for new materials in unconstrained composition space with machine learning B Meredig, A Agrawal, S Kirklin, JE Saal, JW Doak, A Thompson, K Zhang, ... Physical Review B 89 (9), 094104, 2014 | 724 | 2014 |
| Terascale direct numerical simulations of turbulent combustion using S3D JH Chen, A Choudhary, B De Supinski, M DeVries, ER Hawkes, S Klasky, ... Computational Science & Discovery 2 (1), 015001, 2009 | 699 | 2009 |
| A fast high utility itemsets mining algorithm Y Liu, W Liao, A Choudhary Proceedings of the 1st international workshop on Utility-based data mining …, 2005 | 559 | 2005 |
| Firefly: Illuminating future network-on-chip with nanophotonics Y Pan, P Kumar, J Kim, G Memik, Y Zhang, A Choudhary Proceedings of the 36th annual international symposium on Computer …, 2009 | 534 | 2009 |
| Parallel netCDF: A high-performance scientific I/O interface J Li, W Liao, A Choudhary, R Ross, R Thakur, W Gropp, R Latham, ... Proceedings of the 2003 ACM/IEEE conference on Supercomputing, 39, 2003 | 529 | 2003 |
| Twitter trending topic classification K Lee, D Palsetia, R Narayanan, MMA Patwary, A Agrawal, A Choudhary 2011 IEEE 11th international conference on data mining workshops, 251-258, 2011 | 476 | 2011 |
| Improved parallel I/O via a two-phase run-time access strategy JM Del Rosario, R Bordawekar, A Choudhary ACM SIGARCH Computer Architecture News 21 (5), 31-38, 1993 | 396 | 1993 |
| ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition D Jha, L Ward, A Paul, W Liao, A Choudhary, C Wolverton, A Agrawal Scientific reports 8 (1), 17593, 2018 | 393 | 2018 |
| A predictive machine learning approach for microstructure optimization and materials design R Liu, A Kumar, Z Chen, A Agrawal, V Sundararaghavan, A Choudhary Scientific reports 5 (1), 11551, 2015 | 391 | 2015 |
| Mafia: E±cient and scalable subspace clustering for very large data sets S Goil, H Nagesh, A Choudhary Proc. 5th ACM SIGKDD International Conference on Knowledge Discovery and …, 1999 | 391 | 1999 |
| An exploration of parameter redundancy in deep networks with circulant projections Y Cheng, FX Yu, RS Feris, S Kumar, A Choudhary, SF Chang Proceedings of the IEEE international conference on computer vision, 2857-2865, 2015 | 381 | 2015 |
| Including crystal structure attributes in machine learning models of formation energies via Voronoi tessellations L Ward, R Liu, A Krishna, VI Hegde, A Agrawal, A Choudhary, ... Physical Review B 96 (2), 024104, 2017 | 362 | 2017 |
| Sentiment analysis of conditional sentences R Narayanan, B Liu, A Choudhary Proceedings of the 2009 conference on empirical methods in natural language …, 2009 | 353 | 2009 |
| Towards online spam filtering in social networks. H Gao, Y Chen, K Lee, D Palsetia, AN Choudhary NDSS 12 (2012), 1-16, 2012 | 342 | 2012 |
| Recent advances and applications of deep learning methods in materials science K Choudhary, B DeCost, C Chen, A Jain, F Tavazza, R Cohn, CW Park, ... npj Computational Materials 8 (1), 59, 2022 | 340 | 2022 |
Ankit AgrawalResearch Professor, Northwestern University在 eecs.northwestern.edu 的电子邮件经过验证
