Choudhary K - Search Results

1

Exploiting redundancy in large materials datasets for efficient machine learning with less data.

Li K, Persaud D, Choudhary K, DeCost B, Greenwood M, Hattrick-Simpers J. Li K, et al. Among authors: choudhary k. Nat Commun. 2023 Nov 10;14(1):7283. doi: 10.1038/s41467-023-42992-y. Nat Commun. 2023. PMID: 37949845 Free PMC article.

2

An Inter-Laboratory Study of Zn-Sn-Ti-O Thin Films using High-Throughput Experimental Methods.

Hattrick-Simpers JR, Zakutayev A, Barron SC, Trautt ZT, Nguyen N, Choudhary K, DeCost B, Phillips C, Kusne AG, Yi F, Mehta A, Takeuchi I, Perkins JD, Green ML. Hattrick-Simpers JR, et al. Among authors: choudhary k. ACS Comb Sci. 2019 May 13;21(5):350-361. doi: 10.1021/acscombsci.8b00158. Epub 2019 Apr 22. ACS Comb Sci. 2019. PMID: 30888788

3

Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning.

Jha D, Choudhary K, Tavazza F, Liao WK, Choudhary A, Campbell C, Agrawal A. Jha D, et al. Among authors: choudhary k, choudhary a. Nat Commun. 2019 Nov 22;10(1):5316. doi: 10.1038/s41467-019-13297-w. Nat Commun. 2019. PMID: 31757948 Free PMC article.

4

Materials Science in the AI age: high-throughput library generation, machine learning and a pathway from correlations to the underpinning physics.

Vasudevan RK, Choudhary K, Mehta A, Smith R, Kusne G, Tavazza F, Vlcek L, Ziatdinov M, Kalinin SV, Hattrick-Simpers J. Vasudevan RK, et al. Among authors: choudhary k. MRS Commun. 2019;9(3):10.1557/mrc.2019.95. doi: 10.1557/mrc.2019.95. MRS Commun. 2019. PMID: 32166045 Free PMC article.

5

Machine learning with force-field inspired descriptors for materials: fast screening and mapping energy landscape.

Choudhary K, DeCost B, Tavazza F. Choudhary K, et al. Phys Rev Mater. 2018;2(8):10.1103/physrevmaterials.2.083801. doi: 10.1103/physrevmaterials.2.083801. Phys Rev Mater. 2018. PMID: 32166213 Free PMC article.

6

Author Correction: Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning.

Jha D, Choudhary K, Tavazza F, Liao WK, Choudhary A, Campbell C, Agrawal A. Jha D, et al. Among authors: choudhary k, choudhary a. Nat Commun. 2020 Jul 15;11(1):3643. doi: 10.1038/s41467-020-17054-2. Nat Commun. 2020. PMID: 32669549 Free PMC article.

7

Cross-property deep transfer learning framework for enhanced predictive analytics on small materials data.

Gupta V, Choudhary K, Tavazza F, Campbell C, Liao WK, Choudhary A, Agrawal A. Gupta V, et al. Among authors: choudhary k, choudhary a. Nat Commun. 2021 Nov 15;12(1):6595. doi: 10.1038/s41467-021-26921-5. Nat Commun. 2021. PMID: 34782631 Free PMC article.

8

Uncertainty Prediction for Machine Learning Models of Material Properties.

Tavazza F, DeCost B, Choudhary K. Tavazza F, et al. Among authors: choudhary k. ACS Omega. 2021 Nov 23;6(48):32431-32440. doi: 10.1021/acsomega.1c03752. eCollection 2021 Dec 7. ACS Omega. 2021. PMID: 34901594 Free PMC article.

9

AtomVision: A Machine Vision Library for Atomistic Images.

Choudhary K, Gurunathan R, DeCost B, Biacchi A. Choudhary K, et al. J Chem Inf Model. 2023 Mar 27;63(6):1708-1722. doi: 10.1021/acs.jcim.2c01533. Epub 2023 Mar 1. J Chem Inf Model. 2023. PMID: 36857727

10

Publisher Correction: Exploiting redundancy in large materials datasets for efficient machine learning with less data.

Li K, Persaud D, Choudhary K, DeCost B, Greenwood M, Hattrick-Simpers J. Li K, et al. Among authors: choudhary k. Nat Commun. 2024 Jan 4;15(1):284. doi: 10.1038/s41467-023-44462-x. Nat Commun. 2024. PMID: 38177139 Free PMC article. No abstract available.

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