Alok Choudhary

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Ankit AgrawalResearch Professor, Northwestern UniversityVerified email at eecs.northwestern.edu
Wei-keng LiaoNorthwestern UniversityVerified email at eecs.northwestern.edu
Mahmut KandemirPennsylvania State UniversityVerified email at psu.edu
Gokhan MemikProfessor, Northwestern UniversityVerified email at eecs.northwestern.edu
Rajeev ThakurDeputy Division Director, Argonne Distinguished Fellow, Argonne National LaboratoryVerified email at anl.gov
J. "Ram" RamanujamLouisiana State University: Professor, ECE Div; Director CCT-Center for Comp. & Tech.Verified email at lsu.edu
Geoffrey FoxProfessor of Computer Science, University of Virginia, Biocomplexity InstituteVerified email at virginia.edu
Rajesh BordawekarIBM T. J. Watson Research CenterVerified email at us.ibm.com
Joseph ZambrenoProfessor, Iowa State UniversityVerified email at iastate.edu
Zhengzhang ChenSenior Research Staff Member, NEC Laboratories AmericaVerified email at nec-labs.com
Robert B. RossSenior Computer Scientist, Mathematics and Computer Science Division, Argonne National LaboratoryVerified email at mcs.anl.gov
Yu ChengVisiting Professor at Rice UniversityVerified email at rice.edu
Ramanathan NarayananGoldman Sachs, Northwestern UniversityVerified email at eecs.northwestern.edu
Diana PalsetiaNorthwestern UniversityVerified email at u.northwestern.edu
Chris WolvertonProfessor of Materials Science and Eng., Northwestern UniversityVerified email at northwestern.edu
Mostofa PatwaryApplied Deep Learning Research, NVIDIAVerified email at nvidia.com
Rosanne LiuML Collective; Google DeepMindVerified email at mlcollective.org
Dipendra JhaPhD in Computer Science, Northwestern UniversityVerified email at u.northwestern.edu
Yusheng Yves XieBaidu ResearchVerified email at baidu.com
Reda Al-BahraniIndependent ResearcherVerified email at u.northwestern.edu

Alok Choudhary

Professor Northwestern University

Verified email at eecs.northwestern.edu

Data Science AI/ML Supercomputing business intelligence marketing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	1026	2016
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	935	2011
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	892	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	874	2017
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	802	2005
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	706	2009
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	672	2014
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	546	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	528	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	517	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	451	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	398	1993
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	380	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	372	2015
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	363	2015
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	345	2018
Sentiment analysis of conditional sentences R Narayanan, B Liu, A Choudhary Proceedings of the 2009 conference on empirical methods in natural language …, 2009	338	2009
Towards online spam filtering in social networks. H Gao, Y Chen, K Lee, D Palsetia, AN Choudhary NDSS 12 (2012), 1-16, 2012	330	2012
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	321	2017
Minebench: A benchmark suite for data mining workloads R Narayanan, B Ozisikyilmaz, J Zambreno, G Memik, A Choudhary 2006 IEEE International Symposium on Workload Characterization, 182-188, 2006	298	2006

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