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Conlain Kelly

Georgia Institute of Technology - School of Computational Science and Engineering

SCHOLARLY PAPERS

3

DOWNLOADS

517

TOTAL CITATIONS

3

Scholarly Papers (3)

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1.

Inverse Stochastic Microstructure Design

Number of pages: 67 Posted: 03 Oct 2023
Adam Generale, Andreas E. Robertson, Conlain Kelly and Surya R. Kalidindi
Georgia Institute of Technology, Georgia Institute of Technology - George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology - School of Computational Science and Engineering and Georgia Institute of Technology - George W. Woodruff School of Mechanical Engineering
Downloads 258 (302,586)
Citation 3

Abstract:

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Inverse design, Generative modeling, Uncertainty quantification, Bayesian inference, Computational materials design, microstructure

2.

Local-Global Decompositions for Conditional Microstructure Generation

Number of pages: 69 Posted: 14 Mar 2023
Andreas E. Robertson, Conlain Kelly, Michael Buzzy and Surya R. Kalidindi
Georgia Institute of Technology - George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology - School of Computational Science and Engineering, Georgia Institute of Technology - School of Computational Science and Engineering and Georgia Institute of Technology - George W. Woodruff School of Mechanical Engineering
Downloads 180 (426,635)

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Conditional Microstructure Generation, 2-Point Statistics, Score Based Denoising, Data-Efficient Training, Efficient Generation

3.

PSPFlow: Bayesian Inverse Design of Process–Structure–Property Linkages via Flow-Based Generative Models

Number of pages: 37 Posted: 16 Sep 2025
Adam Generale, Conlain Kelly, Grayson Harrington, Andreas Euan Robertson, Michael Buzzy and Surya R. Kalidindi
Georgia Institute of Technology, Georgia Institute of Technology - School of Computational Science and Engineering, Multiscale Technologies Inc, Georgia Institute of Technology, Georgia Institute of Technology - School of Computational Science and Engineering and Georgia Institute of Technology - George W. Woodruff School of Mechanical Engineering
Downloads 79 (837,727)

Abstract:

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Inverse Design, Process Structure Property Linkage, Bayesian inversion, Flow Matching, Generative Models, microstructure design, Surrogate Models