Ankit Agrawal, Ph.D. - Publications

2009 Computer Science Iowa State University, Ames, IA, United States 

17 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Jha D, Choudhary K, Tavazza F, Liao WK, Choudhary A, Campbell C, Agrawal A. Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning. Nature Communications. 10: 5316. PMID 31757948 DOI: 10.1038/s41467-019-13297-w  0.64
2019 Paul A, Furmanchuk A, Liao WK, Choudhary A, Agrawal A. Property Prediction of Organic Donor Molecules for Photovoltaic Applications Using Extremely Randomized Trees. Molecular Informatics. PMID 31503423 DOI: 10.1002/minf.201900038  0.64
2018 Jha D, Ward L, Paul A, Liao WK, Choudhary A, Wolverton C, Agrawal A. ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition. Scientific Reports. 8: 17593. PMID 30514926 DOI: 10.1038/s41598-018-35934-y  0.64
2018 Jha D, Singh S, Al-Bahrani R, Liao WK, Choudhary A, De Graef M, Agrawal A. Extracting Grain Orientations from EBSD Patterns of Polycrystalline Materials Using Convolutional Neural Networks. Microscopy and Microanalysis : the Official Journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada. 24: 497-502. PMID 30334515 DOI: 10.1017/S1431927618015131  0.64
2017 Furmanchuk A, Saal JE, Doak JW, Olson GB, Choudhary A, Agrawal A. Prediction of seebeck coefficient for compounds without restriction to fixed stoichiometry: A machine learning approach. Journal of Computational Chemistry. PMID 28960343 DOI: 10.1002/jcc.25067  0.64
2017 Al-Bahrani R, Agrawal A, Choudhary A. Survivability prediction of colon cancer patients using neural networks. Health Informatics Journal. 1460458217720395. PMID 28927314 DOI: 10.1177/1460458217720395  0.64
2016 Gagorik AG, Savoie BM, Jackson NE, Agrawal A, Choudhary A, Ratner MA, Schatz GC, Kohlstedt KL. Improved Scaling of Molecular Network Calculations: The Emergence of Molecular Domains. The Journal of Physical Chemistry Letters. PMID 28036172 DOI: 10.1021/acs.jpclett.6b02921  0.64
2015 Liu R, Kumar A, Chen Z, Agrawal A, Sundararaghavan V, Choudhary A. A predictive machine learning approach for microstructure optimization and materials design. Scientific Reports. 5: 11551. PMID 26100717 DOI: 10.1038/srep11551  0.64
2015 Jin C, Liu R, Hendrix W, Agrawal A, Choudhary A, Chen Z. A scalable hierarchical clustering algorithm using spark Proceedings - 2015 Ieee 1st International Conference On Big Data Computing Service and Applications, Bigdataservice 2015. 418-427. DOI: 10.1109/BigDataService.2015.67  0.64
2013 Mathias JS, Agrawal A, Feinglass J, Cooper AJ, Baker DW, Choudhary A. Development of a 5 year life expectancy index in older adults using predictive mining of electronic health record data. Journal of the American Medical Informatics Association : Jamia. 20: e118-24. PMID 23538722 DOI: 10.1136/amiajnl-2012-001360  0.64
2012 Zhang Y, Misra S, Agrawal A, Patwary MM, Liao WK, Qin Z, Choudhary A. Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power. Bmc Bioinformatics. 13: S3. PMID 22537007 DOI: 10.1186/1471-2105-13-S5-S3  0.64
2011 Agrawal A, Choudhary A, Huang X. Sequence-specific sequence comparison using pairwise statistical significance. Advances in Experimental Medicine and Biology. 696: 297-306. PMID 21431570 DOI: 10.1007/978-1-4419-7046-6_30  1
2011 Misra S, Agrawal A, Liao WK, Choudhary A. Anatomy of a hash-based long read sequence mapping algorithm for next generation DNA sequencing. Bioinformatics (Oxford, England). 27: 189-95. PMID 21088030 DOI: 10.1093/bioinformatics/btq648  0.64
2011 Agrawal A, Huang X. Pairwise statistical significance of local sequence alignment using sequence-specific and position-specific substitution matrices. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 8: 194-205. PMID 21071807 DOI: 10.1109/TCBB.2009.69  1
2009 Agrawal A, Huang X. Pairwise statistical significance of local sequence alignment using multiple parameter sets and empirical justification of parameter set change penalty. Bmc Bioinformatics. 10: S1. PMID 19344477 DOI: 10.1186/1471-2105-10-S3-S1  1
2009 Agrawal A, Huang X. PSIBLAST_PairwiseStatSig: reordering PSI-BLAST hits using pairwise statistical significance. Bioinformatics (Oxford, England). 25: 1082-3. PMID 19251771 DOI: 10.1093/bioinformatics/btp089  1
2008 Agrawal A, Brendel VP, Huang X. Pairwise statistical significance and empirical determination of effective gap opening penalties for protein local sequence alignment. International Journal of Computational Biology and Drug Design. 1: 347-67. PMID 20063463  1
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