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Pungponhavoan Tep

Mines Paris - PSL

SCHOLARLY PAPERS

2

DOWNLOADS

64

TOTAL CITATIONS

1

Scholarly Papers (2)

Predicting Grain Growth Evolution Under Complex Thermal Profiles with Deep Learning through Thermal Descriptor Modulation

Number of pages: 17 Posted: 31 Mar 2026
Pungponhavoan Tep and Marc Bernacki
Mines Paris - PSL and Mines Paris - PSL
Downloads 26 (1,445,011)

Abstract:

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Microstructure, Grain growth, Grain boundary, Deep learning

Predicting Grain Growth Evolution Under Complex Thermal Profiles with Deep Learning through Thermal Descriptor Modulation

Number of pages: 38 Posted: 29 Jun 2026
Pungponhavoan Tep and Marc Bernacki
Mines Paris - PSL and Mines Paris - PSL
Downloads 7

Abstract:

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microstructure, grain growth, Grain boundary, Deep learning

2.

High-Fidelity Grain Growth Modeling: Leveraging Deep Learning for Fast Computations

Number of pages: 32 Posted: 11 Jun 2025
Pungponhavoan Tep and Marc Bernacki
Mines Paris - PSL and Mines Paris - PSL
Downloads 31 (1,332,057)
Citation 1

Abstract:

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Microstructure, grain growth, grain boundary, Deep learning