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

Contact

No contact links provided.

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

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)