Data-driven learning of nonlocal models: from high-fidelity simulations to constitutive laws

Huaiqian You, Yue Yu, Stewart Silling +1

We show that machine learning can improve the accuracy of simulations of stress waves in one-dimensional composite materials. We propose a data-driven technique to learn nonlocal c…