Machine learning surrogate model for acceleration of ferroelectric phase-field modeling K Alhada-Lahbabi, D Deleruyelle, B Gautier
ACS Applied Electronic Materials 5 (7), 3894-3907, 2023
21 2023 Mechanical Switching of Ferroelectric Domains in 33‐200 nm‐Thick Sol‐Gel‐Grown PbZr0.2 Ti0.8 O3 Films Assisted by Nanocavities S Gonzalez Casal, X Bai, K Alhada‐Lahbabi, B Canut, B Vilquin, ...
Advanced Electronic Materials 8 (9), 2200077, 2022
8 2022 Phase‐Field Study of Nanocavity‐Assisted Mechanical Switching in PbTiO3 Thin Films K Alhada–Lahbabi, D Deleruyelle, B Gautier
Advanced Electronic Materials, 2300744, 2024
4 2024 Machine learning surrogate for 3D phase-field modeling of ferroelectric tip-induced electrical switching K Alhada–Lahbabi, D Deleruyelle, B Gautier
npj Computational Materials 10 (1), 197, 2024
2 2024 Magnetic phase dependency of the thermal conductivity of FeRh from thermoreflectance experiments and numerical simulations A Castellano, K Alhada-Lahbabi, JA Arregi, V Uhlíř, B Perrin, C Gourdon, ...
Physical Review Materials 8 (8), 084411, 2024
2 2024 Ultrafast and accurate prediction of polycrystalline hafnium oxide phase-field ferroelectric hysteresis using graph neural networks AL Kévin, D Damien, G Brice
Nanoscale Advances 6 (9), 2350-2362, 2024
2 2024 Transfer learning for accelerating phase-field modeling of ferroelectric domain formation in large-scale 3D systems K Alhada-Lahbabi, D Deleruyelle, B Gautier
Computer Methods in Applied Mechanics and Engineering 429, 117167, 2024
1 2024 Oxygen vacancy effects on polarization switching of ferroelectric X Henning, K Alhada-Lahbabi, D Deleruyelle, B Gautier, L Schlur, T Fix, ...
Physical Review Materials 8 (5), 054416, 2024
1 2024 Reinforcement Learning-Assisted Ferroelectric Domain Wall Design Using a Machine Learning Phase-Field Surrogate K Alhada− Lahbabi, D Deleruyelle, B Gautier
ACS Applied Electronic Materials, 2025
2025 Unveiling structure-property correlations in ferroelectric K Alhada-Lahbabi, B Gautier, D Deleruyelle, G Magagnin
arXiv preprint arXiv:2501.05312, 2025
2025 A multiscale study of the structure, chemistry and ferroelectric properties of epitaxial sol-gel PbZr0. 2Ti0. 8O3 films for nanomechanical switching IC Infante, SG Casal, X Bai, K Alhada‐lahbabi, S Gonzalez, B Vilquin, ...
ISAF-PFM-ECAPD 2022, 2022
2022 