... problem usually changes as factors change, and this can be mitigated by integrating multiple ISMs. Therefore, this paper proposes a scalable digital twin framework based on a novel adaptive ensemble surrogate model. This ensemble not only provides robust approximation but also reduces the additional cost...

... performance for energy absorption. Additional features, such as scalability and transferability, are also demonstrated in this work. In essence, the proposed methodology provides an end-to-end solution for microstructural materials design, in which GAN reduces information loss and preserves more...