default author photo

Marc Bernacki

Mines Paris - PSL

60 Bd Saint-Michel

Paris, 75272

France

  • Mines Paris - PSL

SCHOLARLY PAPERS

5

DOWNLOADS

295

TOTAL CITATIONS

2

Scholarly Papers (5)

Actions:
Email selected abstracts
1.

Statically Recrystallized Grain Size as a Function of Prior Stored Energy Level in the A-286 Fe-Based Superalloy

Number of pages: 27 Posted: 14 Aug 2024
Antonio Potenciano, Alexis Nicolay, Artur Gwydion da Fonseca Alvarenga, Olena Danylova, Jonathan Dairon, Marc Bernacki, Baptiste Flipon and Nathalie Bozzolo
Mines Paris - PSL, Mines Paris - PSL, Mines Paris - PSL, Aperam Alloys Imphy, Aperam Alloys Imphy, Mines Paris - PSL, Mines Paris - PSL and Mines Paris - PSL University
Downloads 99 (699,467)
Citation 1

Abstract:

Loading...

Static recrystallization, Indentation, Nucleation, Dislocation density, Grain growth, EBSD

Abstract:

Loading...

metallurgy, grain boundary, particle pinning, modelling

3.

Characterization and Modeling of Continuous Dynamic Recrystallization (CDRX): Application to 2139 Aluminum Alloy

Number of pages: 47 Posted: 14 Oct 2025
Lahcen Abaray, Baptiste Flipon, Malik Durand, Nicolas Bayona Carrillo and Marc Bernacki
Mines Paris - PSL, Mines Paris - PSL, Mines Paris - PSL, Constellium Technology Center C-TEC and Mines Paris - PSL
Downloads 64 (933,592)

Abstract:

Loading...

Aluminum alloys, Hot forming, Microstructure evolutions, Continuous dynamic recrystallization, Mean-field modeling

4.

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

Downloads 33 (1,399,036)

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:

Loading...

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:

Loading...

microstructure, grain growth, Grain boundary, Deep learning

5.

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:

Loading...

Microstructure, grain growth, grain boundary, Deep learning