The study analyzes three major paradigms in AI-enabled computational mechanics: purely data-driven models, PINNs, and neural operator learning. Data-driven approaches offer exceptional computational ...

Computational mechanics research at Northwestern is blazing new ground in multiscale analysis, meshfree methods and large-scale simulation. Multiscale methods, which link methodologies from quantum ...

Advances in Computational Coupling and Contact Mechanics, by Luis Rodríguez-Tembleque (Universidad de Sevilla, Spain), M H Ferri Aliabadi (Imperial College London, UK), presents recent advances in the ...

Artificial intelligence (AI) is increasingly transforming computational mechanics, yet many AI-driven models remain limited by poor interpretability, weak generalization, and insufficient physical ...

Our CSM research includes static and dynamic analyses of complex solid bodies using computational approaches such as finite volume, finite element, discrete element, and meshless methods. The focus of ...