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Aditya Balu

Iowa State University

613 Wallace Road

Ames, IA 50011-2063

United States

SCHOLARLY PAPERS

7

DOWNLOADS

354

TOTAL CITATIONS

0

Scholarly Papers (7)

1.

3d Reconstruction of Plants Using Probabilistic Voxel Carving

Number of pages: 21 Posted: 02 May 2023
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 Agronomy, Iowa State University - Department of Mechanical Engineering, Iowa State University and Iowa State University
Downloads 104 (669,616)

Abstract:

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3D reconstruction, Probabilistic voxel carving, GPU computing, Plant phenotyping, computer vision

2.

Procedural Generation of 3d Maize Plant Architecture from Lidar Data

Number of pages: 22 Posted: 23 Jan 2025
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 - Department of Agronomy, Iowa State University and Iowa State University
Downloads 77 (844,901)

Abstract:

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Procedural modeling, Differentiable splines, 3D plant phenotyping, field grown maize plants, Point cloud data

3.

Dominating Set Model Aggregation for Communication-Efficient Decentralized Deep Learning

Number of pages: 37 Posted: 01 May 2023
Iowa State University, Iowa State University, Johnson Controls International, HRL Laboratories LLC, SAP Labs, LLC and Iowa State University - Department of Mechanical Engineering
Downloads 64 (924,743)

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distributed deep learning, communication-efficient, convergence rate, connected dominating set, decentralized learning

4.

Neural Pde Solvers for Irregular Domains

Number of pages: 23 Posted: 17 Apr 2023
Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University, Johnson Controls International, Iowa State University - Department of Mechanical Engineering, New York University (NYU) - New York University, Iowa State University and Iowa State University
Downloads 41 (1,170,409)

Abstract:

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Neural PDE Solvers, Immersed Methods, Error Analysis

5.

Direct Flow Simulations with Implicit Neural Representation of Complex Geometry

Number of pages: 33 Posted: 31 Mar 2025
Iowa State University, Iowa State University, Iowa State University, Iowa State University, Duke University, Iowa State University and Iowa State University
Downloads 37 (1,236,159)

Abstract:

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Implicit Neural Representations, Shifted Boundary Method, Flow Simulations, Complex Geometries, Neural Networks

6.

Accessing the Effect of Phyllotaxy and Planting Density on Light Use Efficiency in Field-Grown Maize Using 3d Reconstructions

Number of pages: 1 Posted: 08 Apr 2025
Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University - Department of Agronomy, Iowa State University and Iowa State University
Downloads 19 (1,470,786)

Abstract:

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Field maize canopy architecture, 3D reconstructions, Photosynthetically active radiation (PAR), virtual fields

7.

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 12 (1,534,404)

Abstract:

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