The role of machine learning for insight into the material behavior of lattices: A surrogate model based on data from finite element simulation

Author:

Suttakul PanaORCID,Vo DuyORCID,Fongsamootr Thongchai,Wanison Ramnarong,Mona Yuttana,Katongtung Tossapon,Tippayawong Nakorn,Thawon Itthidet

Publisher

Elsevier BV

Reference44 articles.

1. Bending behavior of 2D periodic plates with different unit cells: numerical and experimental investigations;Fongsamootr;Mater. Today Commun.,2022

2. Multiscale modelling and mechanical anisotropy of periodic cellular solids with rigid-jointed truss-like microscopic architecture;Gasparetto;Applied Mechanics,2021

3. Material behavior of 2D steel lattices with different unit-cell patterns;Limpitipanich;Mater. Sci. Forum,2021

4. Mechanical properties of semi-regular lattices;Omidi;Mater. Des.,2022

5. Advanced honeycomb designs for improving mechanical properties: a review;Qi;Compos. B Eng.,2021

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