Sarkar S - Search Results

1

Few-shot deep learning for AFM force curve characterization of single-molecule interactions.

Waite JR, Tan SY, Saha H, Sarkar S, Sarkar A. Waite JR, et al. Among authors: sarkar a, sarkar s. Patterns (N Y). 2023 Jan 6;4(1):100672. doi: 10.1016/j.patter.2022.100672. eCollection 2023 Jan 13. Patterns (N Y). 2023. PMID: 36699737 Free PMC article.

2

A high-fidelity residential building occupancy detection dataset.

Jacoby M, Tan SY, Henze G, Sarkar S. Jacoby M, et al. Among authors: sarkar s. Sci Data. 2021 Oct 28;8(1):280. doi: 10.1038/s41597-021-01055-x. Sci Data. 2021. PMID: 34711840 Free PMC article.

3

A Modular Vision Language Navigation and Manipulation Framework for Long Horizon Compositional Tasks in Indoor Environment.

Saha H, Fotouhi F, Liu Q, Sarkar S. Saha H, et al. Among authors: sarkar s. Front Robot AI. 2022 Jul 13;9:930486. doi: 10.3389/frobt.2022.930486. eCollection 2022. Front Robot AI. 2022. PMID: 35923304 Free PMC article.

4

Deep Learning for Live Cell Shape Detection and Automated AFM Navigation.

Rade J, Zhang J, Sarkar S, Krishnamurthy A, Ren J, Sarkar A. Rade J, et al. Among authors: sarkar a, sarkar s. Bioengineering (Basel). 2022 Oct 5;9(10):522. doi: 10.3390/bioengineering9100522. Bioengineering (Basel). 2022. PMID: 36290490 Free PMC article.

5

First Trimester Prediction of Preterm Birth in Patient Plasma with Machine-Learning-Guided Raman Spectroscopy and Metabolomics.

Synan L, Ghazvini S, Uthaman S, Cutshaw G, Lee CY, Waite J, Wen X, Sarkar S, Lin E, Santillan M, Santillan D, Bardhan R. Synan L, et al. Among authors: sarkar s. ACS Appl Mater Interfaces. 2023 Aug 16;15(32):38185-38200. doi: 10.1021/acsami.3c04260. Epub 2023 Aug 7. ACS Appl Mater Interfaces. 2023. PMID: 37549133

6

Fast inverse design of microstructures via generative invariance networks.

Lee XY, Waite JR, Yang CH, Pokuri BSS, Joshi A, Balu A, Hegde C, Ganapathysubramanian B, Sarkar S. Lee XY, et al. Among authors: sarkar s. Nat Comput Sci. 2021 Mar;1(3):229-238. doi: 10.1038/s43588-021-00045-8. Epub 2021 Mar 25. Nat Comput Sci. 2021. PMID: 38183201

7

Deep Learning for Plant Stress Phenotyping: Trends and Future Perspectives.

Singh AK, Ganapathysubramanian B, Sarkar S, Singh A. Singh AK, et al. Among authors: sarkar s. Trends Plant Sci. 2018 Oct;23(10):883-898. doi: 10.1016/j.tplants.2018.07.004. Epub 2018 Aug 10. Trends Plant Sci. 2018. PMID: 30104148 Free article. Review.

8

A Weakly Supervised Deep Learning Framework for Sorghum Head Detection and Counting.

Ghosal S, Zheng B, Chapman SC, Potgieter AB, Jordan DR, Wang X, Singh AK, Singh A, Hirafuji M, Ninomiya S, Ganapathysubramanian B, Sarkar S, Guo W. Ghosal S, et al. Among authors: sarkar s. Plant Phenomics. 2019 Jun 27;2019:1525874. doi: 10.34133/2019/1525874. eCollection 2019. Plant Phenomics. 2019. PMID: 33313521 Free PMC article.

9

Deep Learning for Flow Sculpting: Insights into Efficient Learning using Scientific Simulation Data.

Stoecklein D, Lore KG, Davies M, Sarkar S, Ganapathysubramanian B. Stoecklein D, et al. Among authors: sarkar s. Sci Rep. 2017 Apr 12;7:46368. doi: 10.1038/srep46368. Sci Rep. 2017. PMID: 28402332 Free PMC article.

10

A deep learning framework for causal shape transformation.

Lore KG, Stoecklein D, Davies M, Ganapathysubramanian B, Sarkar S. Lore KG, et al. Among authors: sarkar s. Neural Netw. 2018 Feb;98:305-317. doi: 10.1016/j.neunet.2017.12.003. Epub 2017 Dec 18. Neural Netw. 2018. PMID: 29301111

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