Multiscale Modeling of Asymmetric Auxetic Metamaterials via Generalized Periodic Boundary Conditions for Data-Driven Viscoplasticity and Design Optimization
Project title: Multiscale Modeling of Asymmetric Auxetic Metamaterials via Generalized Periodic Boundary Conditions for Data-Driven Viscoplasticity and Design Optimization
For further details
ITB: Prof. Dr. Ir. Leonardo Gunawan, Dr. Annisa Jusuf, S.T, M.T., Dr. Ir. Afdhal, S.T, M.T.
CU: Dr Fernando Cepero Mejias, Dr Christophe Bastien
Contacts: Afdhal (afdhal@itb.ac.id), Fernando (ae1970@coventry.ac.uk)
Supervisor team:
Prof. Dr. Ir. Leonardo Gunawan, Dr. Annisa Jusuf, S.T, M.T., Dr. Ir. Afdhal, S.T, M.T., Dr. Fernando Cepero Mejias
Brief description:
This research develops a multiscale modeling framework for asymmetric auxetic metamaterials, which exhibit exceptional energy absorption and mechanical performance but are not well captured by conventional approaches. The study introduces a novel formulation to represent non-symmetric periodicity and integrates it with computational homogenization to uncover microstructure–property relationships. The resulting data is leveraged to build an AI-based predictive model for efficient material behavior estimation. Ultimately, this work enables the optimized design of high-performance auxetic structures, with potential applications in advanced engineering systems such as aerospace and protective structures.