Ultrareliable low-latency communication (URLLC) constitutes a key service class of the fifth
generation (5G) and beyond cellular networks. Notably, designing and supporting URLLC …

Ultra-reliable low-latency communication (URLLC) constitutes a key service class of the fifth
generation and beyond cellular networks. Notably, designing and supporting URLLC poses …

High-dimensional reliability analysis remains a grand challenge since most of the existing
methods suffer from the curse of dimensionality. This paper introduces a novel high …

Viscous dampers are widely employed for enhancing the seismic performance of structural
systems, and their design is often carried out using simplified approaches to account for the …

This is the second part of our series works on failure-informed adaptive sampling for physic-
informed neural networks (PINNs). In our previous work (SIAM J. Sci. Comput. 45: A1971 …

We introduce a novel framework called REIN: Reliability Estimation by learning an
Importance sampling (IS) distribution with Normalizing flows (NFs). The NFs learn probability …

This paper proposes a subset simulation (SS) based approach for space and time-
dependent reliability analysis of corroding pipelines. It is assumed that the pipeline can fail …

The combination of learning methods with Model Predictive Control (MPC) has attracted a
significant amount of attention in the recent literature. The hope of this combination is to …

A new dimension-reduction method (DRM), called'subset active subspace method (SASM)',
is proposed to compute small failure probabilities encountered in high-dimensional …

The testing of autonomous vehicle (AV) safety is receiving a lot of attention due to several
high-profile crashes caused by AVs. Popular AV testing techniques include test matrix and …