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Adrien Gallet

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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144

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Inverse Structural Design with Generative and Probabilistic Autoencoders and Diffusion Models

Number of pages: 20 Posted: 01 May 2025
Bozhou Zhuang, Adrien Gallet and Danny Smyl
University of Southern California, affiliation not provided to SSRN and Georgia Institute of Technology
Downloads 96 (725,554)

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Generative artificial intelligence (AI), structural design, inverse problem, Continuous beams, Conditional autoencoders, Denoising diffusion models

2.

Design of continuous structures using physics informed neural networks

Downloads 48 (1,121,190)

Design of continuous structures using physics informed neural networks

Number of pages: 30 Posted: 28 Aug 2025
Danny Smyl and Adrien Gallet
Georgia Institute of Technology and affiliation not provided to SSRN
Downloads 24 (1,473,203)

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machine learning, Structural Engineering, Structural design, neural networks, Physics Informed Neural Networks, Bridges

Design of continuous structures using physics informed neural networks

Number of pages: 30 Posted: 29 Aug 2025
Danny Smyl and Adrien Gallet
Georgia Institute of Technology and affiliation not provided to SSRN
Downloads 24 (1,459,262)

Abstract:

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machine learning, Structural Engineering, Structural design, neural networks, Physics Informed Neural Networks, Bridges