F. Meraghni

发表论文 209 篇 · 总被引 4516 次 · h-index 41

代表论文

Multiscale Thermodynamics-Informed Neural Networks (MuTINN) towards fast and frugal inelastic computation of woven composite structures (2024 · Journal of the mechanics and physics of solids · 被引 49)
Physically informed deep homogenization neural network for unidirectional multiphase/multi-inclusion thermoconductive composites (2023 · Computer Methods in Applied Mechanics and Engineering · 被引 47)
Physics-informed machine learning prediction of the martensitic transformation temperature for the design of “NiTi-like” high entropy shape memory alloys (2024 · Computational materials science · 被引 25)
Adaptive deep homogenization theory for periodic heterogeneous materials (2024 · Composite structures · 被引 19)
Multi-scale FE 2 investigation of non linear rate dependent 3D composite structures accounting for fiber-matrix d (2024 · Composite structures · 被引 16)
Physics-informed deep neural networks towards finite strain homogenization of unidirectional soft composites (2025 · European Journal of Mechanics. A, Solids · 被引 14)