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 Researcher, 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
Diana PalsetiaNorthwestern UniversityVerified email at u.northwestern.edu
Yu ChengThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Ramanathan NarayananGoldman Sachs, Northwestern UniversityVerified email at eecs.northwestern.edu
Chris WolvertonProfessor of Materials Science and Eng., Northwestern UniversityVerified email at northwestern.edu
Dipendra JhaPhD in Computer Science, Northwestern UniversityVerified email at u.northwestern.edu
Mostofa PatwaryApplied Deep Learning Research, NVIDIAVerified email at nvidia.com
Rosanne LiuML Collective; Google DeepMindVerified email at mlcollective.org
Reda Al-BahraniIndependent ResearcherVerified email at u.northwestern.edu
Yusheng Yves XieBaidu ResearchVerified email at baidu.com

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	1230	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	1120	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	1011	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	947	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	851	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	755	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	714	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	563	2005
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	536	2003
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
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	481	2011
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	462	2022
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	430	2018
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	401	1993
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	395	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	395	1999
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	387	2017
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	379	2015
Sentiment analysis of conditional sentences R Narayanan, B Liu, A Choudhary Proceedings of the 2009 conference on empirical methods in natural language …, 2009	359	2009
Towards online spam filtering in social networks. H Gao, Y Chen, K Lee, D Palsetia, AN Choudhary NDSS 12 (2012), 1-16, 2012	349	2012

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