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Hadi Keramati

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

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Scholarly Papers (1)

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A Reward-Directed Diffusion Framework for Generative Design Optimization

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A Reward-Directed Diffusion Framework for Generative Design Optimization

Number of pages: 45 Posted: 11 Aug 2025
Hadi Keramati, Patrick Kirchen, Mohammed Abdul Hannan and Rajeev Kumar Jaiman
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of British Columbia (UBC)
Downloads 22 (1,500,232)
Citation 1

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Reward-directed diffusion, Non-differentiable surrogate, Soft value function, Gradient-free optimization, Ship hull design

A Reward-Directed Diffusion Framework for Generative Design Optimization

Number of pages: 45 Posted: 03 Oct 2025
Hadi Keramati, Patrick Kirchen, Mohammed Abdul Hannan and Rajeev Kumar Jaiman
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of British Columbia (UBC)
Downloads 18 (1,548,841)

Abstract:

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Reward-directed diffusion, Non-differentiable surrogate, Soft value function, Gradient-free optimization, Ship hull design