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Digital polycrystalline microstructure generation using diffusion probabilistic models

  • Published:2024-03 Issue: Volume:33 Page:101976
  • ISSN:2589-1529
  • Container-title:Materialia
  • language:en
  • Short-container-title:Materialia

Author:

Fernandez-Zelaia PatxiORCID,Cheng Jiahao,Mayeur Jason,Ziabari Amir Koushyar,Kirka Michael M.ORCID

Funder

UT-Battelle

Advanced Manufacturing Office

Office of Energy Efficiency and Renewable Energy

U.S. Department of Energy

Oak Ridge National Laboratory

Publisher

Elsevier BV

Subject

General Materials Science

Reference56 articles.

1. Influence of geometry on columnar to equiaxed transition during electron beam powder bed fusion of IN718;Raghavan;Addit. Manuf.,2021

2. A constant-time kinetic Monte Carlo algorithm for simulation of large biochemical reaction networks;Slepoy;J. Chem. Phys.,2008

3. Crossing the mesoscale no-man’s land via parallel kinetic Monte Carlo;Plimpton,2009

4. Probabilistic modelling of microstructure formation in solidification processes;Rappaz;Acta Metall. Mater.,1993

5. Simulation study of hatch spacing and layer thickness effects on microstructure in laser powder bed fusion additive manufacturing using a texture-aware solidification potts model;Pauza;J. Mater. Eng. Perform.,2021

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