Thermodynamically Consistent Machine Learning for Fracture Prediction in Heterogeneous Materials

Muhamad Alim, Xiaolong He, Mei-Na Tsao +2

Understanding fracture behavior is critical for assessing the structural integrity and longevity. Highly time-consuming physics-based fracture simulations motivate the development…