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

Nvidia has announced several significant upgrades to its scientific computing for digital twins platform and released these capabilities for widespread use. Highlights include the general release of ...

The TLE-PINN method integrates EPINN and deep learning models through a transfer learning framework, combining strong physical constraints and efficient computational capabilities to accurately ...

Published in Acta Mechanica Sinica, this forward-looking study argues that embedding physical laws into AI models is ...