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Alok Choudhary
Alok Choudhary
Professor Northwestern University
Bestätigte E-Mail-Adresse bei eecs.northwestern.edu
Titel
Zitiert von
Zitiert von
Jahr
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
12732016
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
11512016
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
10372017
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
9492011
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
8592005
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
7662014
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
7202009
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
5652005
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
5402003
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
5352009
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
5022022
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
4822011
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
4402018
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
4011993
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
3992015
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
3982017
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
3951999
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
3862015
Sentiment analysis of conditional sentences
R Narayanan, B Liu, A Choudhary
Proceedings of the 2009 conference on empirical methods in natural language …, 2009
3612009
Deep learning approaches for mining structure-property linkages in high contrast composites from simulation datasets
Z Yang, YC Yabansu, R Al-Bahrani, W Liao, AN Choudhary, SR Kalidindi, ...
Computational Materials Science 151, 278-287, 2018
3532018
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