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Anwesha Sarkar

Iowa State University - Department of Electrical and Computer Engineering

SCHOLARLY PAPERS

3

DOWNLOADS

53

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Sewing the future of cotton: an integrated omics study combining nanomechanics, transcriptomics, and phenotypic traits

Number of pages: 51 Posted: 23 Feb 2026
Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University - Department of Mechanical Engineering, Iowa State University and Iowa State University - Department of Electrical and Computer Engineering
Downloads 25 (1,385,945)

Abstract:

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Gossypium hirsutum, Gossypium barbadense, Atomic Force Microscopy, Cellulose Microfibrils, Machine Learning

2.

Few-Shot Deep Learning for AFM Characterization of Single Molecule Interactions

Number of pages: 16 Posted: 01 Jul 2022
Iowa State University - Department of Mechanical Engineering, Iowa State University - Department of Mechanical Engineering, Iowa State University - Department of Mechanical Engineering, Iowa State University - Department of Mechanical Engineering and Iowa State University - Department of Electrical and Computer Engineering
Downloads 17 (1,481,165)

Abstract:

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Atomic Force Microscopy, Single Molecule Interactions, Force Curve Characterization, Few-Shot Learning, Deep Learning, Sample Efficient Machine Learning

3.

Artifact Removal and Image Restoration in AFM: A Structured Mask-Guided Directional Inpainting Approach

Number of pages: 32 Posted: 17 Mar 2026
Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University - Department of Electrical and Computer Engineering, Iowa State University and Iowa State University
Downloads 11 (1,534,404)

Abstract:

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AFM, artifact removal, Image restoration, Mask-Guided Inpainting, Directional Neighbor Interpolation, Semantic segmentation