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Yunpeng Wu

Clemson University

101 Sikes Ave

Clemson, SC 29634

United States

  • Clemson University

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Physically Constrained 3d Diffusion for Inverse Design of Fiber-Reinforced Polymer Composite Materials

Downloads 39 (1,222,651)

Physically Constrained 3d Diffusion for Inverse Design of Fiber-Reinforced Polymer Composite Materials

Number of pages: 24 Posted: 18 Mar 2025
Pei Xu, Yunpeng Wu, Alireza Zarei, Shahriar Ahmed, Srikanth Pilla, Gang Li and Feng Luo
Clemson University, Clemson University, University of Delaware, Clemson University, University of Delaware, Clemson University and Clemson University
Downloads 20 (1,513,226)

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AI-enabled inverse composite design, diffusion model, physics informed machine learning, design for nonlinear deformation, fiber reinforced polymer composites

Physically Constrained 3d Diffusion for Inverse Design of Fiber-Reinforced Polymer Composite Materials

Number of pages: 24 Posted: 08 Mar 2025
Pei Xu, Yunpeng Wu, Alireza Zarei, Shahriar Ahmed, Srikanth Pilla, Gang Li and Feng Luo
Clemson University, Clemson University, University of Delaware, Clemson University, University of Delaware, Clemson University and Clemson University
Downloads 19 (1,525,626)

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AI enabled inverse composite design, design for nonlinear stress-strain response, physically constrained diffusion model, fiber-reinforced polymer composites, machine learning