• 1546 Citations
20052023
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Research Output 2005 2019

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Article
2019
1 Citation (Scopus)

Establishing structure-property localization linkages for elastic deformation of three-dimensional high contrast composites using deep learning approaches

Yang, Z., Yabansu, Y. C., Jha, D., Liao, W-K., Choudhary, A. N., Kalidindi, S. R. & Agrawal, A., Mar 1 2019, In : Acta Materialia. 166, p. 335-345 11 p.

Research output: Contribution to journalArticle

Elastic deformation
Composite materials
Microstructure
Materials science
Learning systems
1 Citation (Scopus)

Microstructure optimization with constrained design objectives using machine learning-based feedback-aware data-generation

Paul, A., Acar, P., Liao, W-K., Choudhary, A. N., Sundararaghavan, V. & Agrawal, A., Apr 1 2019, In : Computational Materials Science. 160, p. 334-351 18 p.

Research output: Contribution to journalArticle

machine learning
Learning systems
Microstructure
Machine Learning
Feedback
2018

#Alzheimer’s and dementia

Danilovich, M. K., Tsay, J., Al-Bahrani, R., Choudhary, A. N. & Agrawal, A., Jan 1 2018, In : Topics in Geriatric Rehabilitation. 34, 1, p. 48-53 6 p.

Research output: Contribution to journalArticle

Alzheimer Disease
Social Support
Memory Disorders
Social Work
Caregivers
Fatigue Strength
Alloy steel
Data mining
Steel
Data Mining
3 Citations (Scopus)

Data-driven prediction of the high-dimensional thermal history in directed energy deposition processes via recurrent neural networks

Mozaffar, M., Paul, A., Al-Bahrani, R., Wolff, S., Choudhary, A. N., Agrawal, A., Ehmann, K. & Cao, J., Oct 1 2018, In : Manufacturing Letters. 18, p. 35-39 5 p.

Research output: Contribution to journalArticle

Recurrent neural networks
3D printers
Geometry
Process control
Physics
2 Citations (Scopus)

Data samplingschemes formicrostructure designwith vibrational tuning constraints

Paul, A., Acar, P., Liu, R., Liao, W-K., Choudhary, A. N., Sundararaghavan, V. & Agrawal, A., Jan 1 2018, In : AIAA Journal. 56, 3, p. 1239-1250 12 p.

Research output: Contribution to journalArticle

Tuning
Microstructure
Military vehicles
Yield stress
Costs
9 Citations (Scopus)

Deep learning approaches for mining structure-property linkages in high contrast composites from simulation datasets

Yang, Z., Yabansu, Y. C., Al-Bahrani, R., Liao, W-K., Choudhary, A. N., Kalidindi, S. R. & Agrawal, A., Aug 1 2018, In : Computational Materials Science. 151, p. 278-287 10 p.

Research output: Contribution to journalArticle

linkages
Linkage
learning
Mining
Composite
2 Citations (Scopus)

ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition

Jha, D., Ward, L., Paul, A., Liao, W-K., Choudhary, A. N., Wolverton, C. M. & Agrawal, A., Dec 1 2018, In : Scientific Reports. 8, 1, 17593.

Research output: Contribution to journalArticle

Learning
Neural Networks (Computer)
Artificial Intelligence
Machine Learning
3 Citations (Scopus)

Extracting grain orientations from EBSD patterns of polycrystalline materials using convolutional neural networks

Jha, D., Singh, S., Al-Bahrani, R., Liao, W-K., Choudhary, A. N., De Graef, M. & Agrawal, A., Oct 1 2018, In : Microscopy and Microanalysis. 24, 5, p. 497-502 6 p.

Research output: Contribution to journalArticle

Polycrystalline materials
disorientation
Electron diffraction
Crystal orientation
Diffraction patterns
1 Citation (Scopus)

Machine-learning-accelerated high-throughput materials screening: Discovery of novel quaternary Heusler compounds

Kim, K., Ward, L., He, J., Krishna, A., Agrawal, A. & Wolverton, C. M., Dec 4 2018, In : Physical Review Materials. 2, 12, 123801.

Research output: Contribution to journalArticle

machine learning
Learning systems
Screening
screening
Throughput
3 Citations (Scopus)

Microstructural materials design via deep adversarial learning methodology

Yang, Z., Li, X., Brinson, L. C., Choudhary, A. N., Chen, W. & Agrawal, A., Nov 1 2018, In : Journal of Mechanical Design, Transactions of the ASME. 140, 11, 111416.

Research output: Contribution to journalArticle

Microstructure
Deep learning
Energy absorption
Network architecture
Scalability
4 Citations (Scopus)
Stoichiometry
Seebeck coefficient
Learning systems
Machine Learning
Restriction
2017
38 Citations (Scopus)

Deep Convolutional Neural Networks with transfer learning for computer vision-based data-driven pavement distress detection

Gopalakrishnan, K., Khaitan, S. K., Choudhary, A. N. & Agrawal, A., Dec 30 2017, In : Construction and Building Materials. 157, p. 322-330 9 p.

Research output: Contribution to journalArticle

asphalt
Pavements
Computer vision
Portland cement
Asphalt
5 Citations (Scopus)

Improved Scaling of Molecular Network Calculations: The Emergence of Molecular Domains

Gagorik, A. G., Savoie, B., Jackson, N., Agrawal, A., Choudhary, A. N., Ratner, M. A., Schatz, G. C. & Kohlstedt, K. L., Jan 19 2017, In : Journal of Physical Chemistry Letters. 8, 2, p. 415-421 7 p.

Research output: Contribution to journalArticle

Butyric acid
Butyric Acid
butyric acid
esters
Esters
28 Citations (Scopus)

Including crystal structure attributes in machine learning models of formation energies via Voronoi tessellations

Ward, L., Liu, R., Krishna, A., Hegde, V. I., Agrawal, A., Choudhary, A. N. & Wolverton, C. M., Jul 14 2017, In : Physical Review B. 96, 2, 024104.

Research output: Contribution to journalArticle

machine learning
energy of formation
Learning systems
Density functional theory
Crystal structure

Legislative prediction with dual uncertainty minimization from heterogeneous information

Cheng, Y., Agrawal, A., Liu, H. & Choudhary, A. N., Apr 1 2017, In : Statistical Analysis and Data Mining. 10, 2, p. 107-120 14 p.

Research output: Contribution to journalArticle

Vote
Uncertainty
Prediction
Prediction Model
Voting
1 Citation (Scopus)

SILVERBACK+: scalable association mining via fast list intersection for columnar social data

Xie, Y., Chen, Z., Palsetia, D., Trajcevski, G., Agrawal, A. & Choudhary, A., Mar 1 2017, In : Knowledge and Information Systems. 50, 3, p. 969-997 29 p.

Research output: Contribution to journalArticle

Association reactions
Association rules
Scalability
Sampling
2016
101 Citations (Scopus)
Learning systems
Machine Learning
Predictive Model
Band Gap
Energy gap
90 Citations (Scopus)

Classification of sentiment reviews using n-gram machine learning approach

Tripathy, A., Agrawal, A. & Rath, S. K., Sep 15 2016, In : Expert Systems with Applications. 57, p. 117-126 10 p.

Research output: Contribution to journalArticle

Learning systems
Blogs
Learning algorithms
Support vector machines
Marketing
89 Citations (Scopus)
Materials science
Genes
Big data
Processing
Costs
9 Citations (Scopus)

Predictive analytics for crystalline materials: Bulk modulus

Furmanchuk, A., Agrawal, A. & Choudhary, A. N., Jan 1 2016, In : RSC Advances. 6, 97, p. 95246-95251 6 p.

Research output: Contribution to journalArticle

Elastic moduli
Crystalline materials
Density functional theory
Physical properties
Atoms
2015
40 Citations (Scopus)

A predictive machine learning approach for microstructure optimization and materials design

Liu, R., Kumar, A., Chen, Z., Agrawal, A., Sundararaghavan, V. & Choudhary, A. N., Jun 23 2015, In : Scientific Reports. 5, 11551.

Research output: Contribution to journalArticle

Plastics
Theoretical Models
Machine Learning
2014
137 Citations (Scopus)

Combinatorial screening for new materials in unconstrained composition space with machine learning

Meredig, B., Agrawal, A., Kirklin, S., Saal, J. E., Doak, J. W., Thompson, A., Zhang, K., Choudhary, A. N. & Wolverton, C. M., Mar 14 2014, In : Physical Review B - Condensed Matter and Materials Physics. 89, 9, 094104.

Research output: Contribution to journalArticle

machine learning
Learning systems
Screening
screening
Density functional theory
4 Citations (Scopus)

Data compression for the exascale computing era - survey

Son, S. W., Chen, Z., Hendrix, W., Agrawal, A., Liao, W-K. & Choudhary, A. N., Jan 1 2014, In : Supercomputing Frontiers and Innovations. 1, 2, p. 76-88 13 p.

Research output: Contribution to journalArticle

Data compression
Data reduction
Costs
3 Citations (Scopus)

Excavating social circles via user interests

Palsetia, D., Patwary, M. M. A., Agrawal, A. & Choudhary, A. N., Jan 1 2014, In : Social Network Analysis and Mining. 4, 1, p. 1-12 12 p., 170.

Research output: Contribution to journalArticle

twitter
community
facebook
social media
Industry
16 Citations (Scopus)

MuSES: Multilingual sentiment elicitation system for social media data

Xie, Y., Chen, Z., Zhang, K., Cheng, Y., Honbo, D. K., Agrawal, A. & Choudhary, A. N., Jul 1 2014, In : IEEE Intelligent Systems. 29, 4, p. 34-42 9 p., 6559997.

Research output: Contribution to journalArticle

14 Citations (Scopus)

Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques

Ganguly, A. R., Kodra, E. A., Agrawal, A., Banerjee, A., Boriah, S., Chatterjee, S. N., Chatterjee, S. O., Choudhary, A. N., Das, D., Faghmous, J., Ganguli, P., Ghosh, S., Hayhoe, K., Hays, C., Hendrix, W., Fu, Q., Kawale, J., Kumar, D., Kumar, V., Liao, W-K. & 9 othersLiess, S., Mawalagedara, R., Mithal, V., Oglesby, R., Salvi, K., Snyder, P. K., Steinhaeuser, K., Wang, D. & Wuebbles, D., Jan 1 2014, In : Nonlinear Processes in Geophysics. 21, 4, p. 777-795 19 p.

Research output: Contribution to journalArticle

data mining
climate
Data mining
physics
Physics
2013
35 Citations (Scopus)
Electronic Health Records
Life Expectancy
Comorbidity
Blood Pressure
Sodium Potassium Chloride Symporter Inhibitors
12 Citations (Scopus)

Knowledge discovery and data mining in pavement inverse analysis

Gopalakrishnan, K., Agrawal, A., Ceylan, H., Kim, S. & Choudhary, A. N., Mar 1 2013, In : Transport. 28, 1, p. 1-10 10 p.

Research output: Contribution to journalArticle

Pavements
Data mining
Asphalt pavements
Decision trees
Asphalt
2012
14 Citations (Scopus)

Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power.

Zhang, Y., Misra, S., Agrawal, A., Patwary, M. M. A., Liao, W. K., Qin, Z. & Choudhary, A., Jan 1 2012, In : BMC bioinformatics. 13 Suppl 5

Research output: Contribution to journalArticle

Sequence Alignment
Statistical Significance
Harvesting
Pairwise
Alignment
8 Citations (Scopus)

Accelerating pairwise statistical significance estimation using NUMA machine

Zhang, Y., Zhou, F., Gou, J., Xiao, H., Qin, Z. & Agrawal, A., May 1 2012, In : Journal of Computational Information Systems. 8, 9, p. 3887-3894 8 p.

Research output: Contribution to journalArticle

Data storage equipment
Particle accelerators
Program processors
Scalability
17 Citations (Scopus)

Lung cancer survival prediction using ensemble data mining on SEER data

Agrawal, A., Misra, S., Narayanan, R., Polepeddi, L. & Choudhary, A. N., Jan 1 2012, In : Scientific Programming. 20, 1, p. 29-42 14 p.

Research output: Contribution to journalArticle

Data mining
Classifiers
Decision trees
Experiments
5 Citations (Scopus)

Par-PSSE: Software for Pairwise statistical significance estimation in parallel for local sequence alignment

Zhang, Y., Patwary, M. M. A., Misra, S., Agrawal, A., Liao, W-K., Qin, Z. & Choudhary, A. N., Mar 1 2012, In : International Journal of Digital Content Technology and its Applications. 6, 5, p. 200-208 9 p.

Research output: Contribution to journalArticle

Scalability
Accidents
Substitution reactions
2011
17 Citations (Scopus)

Anatomy of a hash-based long read sequence mapping algorithm for next generation DNA sequencing

Misra, S., Agrawal, A., Liao, W-K. & Choudhary, A. N., Jan 1 2011, In : Bioinformatics. 27, 2, p. 189-195 7 p., btq648.

Research output: Contribution to journalArticle

DNA Sequencing
Anatomy
DNA Sequence Analysis
DNA
Genome
22 Citations (Scopus)
Sequence Alignment
Statistical Significance
Substitution
Pairwise
Substitution reactions
9 Citations (Scopus)
Message Passing Interface
Sequence Alignment
Statistical Significance
Message passing
Pairwise
2010
2 Citations (Scopus)

Fuzzy-adaptive-thresholding-based exon prediction

Agrawal, A., Mittal, A., Jain, R. & Takkar, R., Dec 1 2010, In : International Journal of Computational Biology and Drug Design. 3, 4, p. 311-333 23 p.

Research output: Contribution to journalArticle

Nucleotides
Yeast
Saccharomyces cerevisiae
Exons
Fuzzy Logic
2009
15 Citations (Scopus)
Multiple Sequence Alignment
Sequence Alignment
Statistical Significance
Justification
Penalty
12 Citations (Scopus)

PSIBLAST_PairwiseStatSig: Reordering PSI-BLAST hits using pairwise statistical significance

Agrawal, A. & Huang, X., Apr 20 2009, In : Bioinformatics. 25, 8, p. 1082-1083 2 p.

Research output: Contribution to journalArticle

Reordering
Statistical Significance
Hits
Pairwise
Substitution reactions
2008
14 Citations (Scopus)
Sequence Alignment
Databases
Proteins
Benchmarking
Substitution reactions
2007

A Restrictive Mining Algorithm to Learn Multi Time Delay Gene Networks

Agrawal, A., Mittal, A. & Gupta, S., 2007, In : Bioinformatics Trends - A Journal of Bioinformatics and Its Applications. 2, p. 125-140

Research output: Contribution to journalArticle

2005

A Dynamic Time-Lagged Correlation based Method to Learn Multi-Time Delay Gene

Agrawal, A. & Mittal, A., 2005, In : Enformatika. 9, p. 167-174

Research output: Contribution to journalArticle