Scholar
Marc Bernacki
Google Scholar ID: 0GrZDjwAAAAJ
Professor, MINES ParisTech, PSL
Materials science - Multiscale modeling - Numerical Metallurgy - Computational Mechanics - FEM - HPC
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Citations & Impact
All-time
Citations
7,333
H-index
45
i10-index
100
Publications
20
Co-authors
0
Publications
6 items
Physics-Informed Attention Mechanism and Generalization Capability of Deep Learning-Based Grain Growth Evolution Prediction
2026
Cited
0
Predicting Grain Growth in Polycrystalline Materials Using Deep Learning Time Series Models
2025
Cited
0
Vertex and front-tracking methods for the modeling of microstructure evolution at the solid state: a brief review
2025
Cited
0
High-fidelity Grain Growth Modeling: Leveraging Deep Learning for Fast Computations
2025
Cited
0
An accurate and robust level-set formulation for multiple junction kinetics
2025
Cited
0
Efficient and accurate simulation of the Smith-Zener pinning mechanism during grain growth using a front-tracking numerical framework
2025
Cited
0
