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Adam Generale

Georgia Institute of Technology

SCHOLARLY PAPERS

4

DOWNLOADS

457

TOTAL CITATIONS

3

Scholarly Papers (4)

1.

Inverse Stochastic Microstructure Design

Number of pages: 67 Posted: 03 Oct 2023
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.

Active Learning for the Design of Polycrystalline Textures Using Conditional Normalizing Flows

Number of pages: 31 Posted: 08 Aug 2024
Georgia Institute of Technology - School of Computational Science and Engineering, Sandia National Laboratories, Georgia Institute of Technology, Georgia Institute of Technology - George W. Woodruff School of Mechanical Engineering and Sandia National Laboratories
Downloads 88 (759,537)

Abstract:

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Active learning, texture, plastic anisotropy

3.

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

Number of pages: 37 Posted: 16 Sep 2025
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

4.

Flow-Based Generative Models for Estimating Extreme Value Distributions in Unidirectional Polymer Matrix Composites

Number of pages: 31 Posted: 04 Feb 2026
Georgia Institute of Technology, Georgia Institute of Technology, Wright Patterson Air Force Base - Air Force Research Laboratory, Wright Patterson Air Force Base - Materials and Manufacturing Directorate, Wright Patterson Air Force Base - Air Force Research Laboratory and Georgia Institute of Technology - George W. Woodruff School of Mechanical Engineering
Downloads 32 (1,318,317)

Abstract:

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Generative machine learning, Extreme value statistics, Polymer matrix composites (PMCs), Representative volume elements (RVEs), Damage susceptibility