A Neural Network Transformer Model for Composite Microstructure Homogenization

no code implementations • 16 Apr 2023 • Emil Pitz, Kishore Pochiraju

This paper illustrates a transformer neural network architecture that captures the knowledge of various microstructures and constituents, enabling it to function as a computationally efficient homogenization surrogate model.

Dimensionality Reduction