Physics-informed neural networks (PINN) can solve partial differential equations (PDEs) by
encoding the mathematical information explicitly into the loss functions. In the context of …

With permanent heart muscle injury or death, myocardial infarction (MI) is complicated by
inflammatory, proliferation and remodeling phases from both the early ischemic period and …

Accurate quantitative characterization of crack length, location, and orientation are critical for
the safety assessment of load bearing structures to avoid catastrophic structural failures …

Polyborosiloxane (PBS) is an important rate-stiffening soft polymer with dynamic, reversible
crosslinks used in applications ranging from self-healing sensing and actuation to body and …

Interacting flaws refer to conditions when two flaws are in close proximity and have the
potential to interact with each other to significantly reduce the integrity of a structure …

In this work, a constitutive model is developed to consider the effect of arbitrary fiber
distribution on the swelling and tensile deformations of fiber-reinforced hydrogels. In the …

The mechanical properties of fiber-reinforced composites are significantly affected by
hygroscopic exposure. Recent experimental findings reveal that the diffusion of water …

Slender structures, in which width and thickness are much smaller than the length, are
common in the natural world, such as wheat straws, bean sprouts, and biofilaments. Due to …

High-density polyethylene (HDPE) is a semi-crystalline polymer used in several critical
applications, ranging from cooling water pipelines in nuclear power plants and natural gas …

We present a coupled mechanistic approach that elucidates the intricate interplay between
stress and electrochemistry, enabling the prediction of the onset of instabilities in Li-metal …