In the last decades, field-programmable gate arrays (FPGAs) have become increasingly
important to the electronics industry, offering higher performance and lower power …

With the ever-increasing hardware design complexity comes the realization that efforts
required for hardware verification increase at an even faster rate. Driven by the push from …

Continuous integration at scale is costly but essential to software development. Various test
optimization techniques including test selection and prioritization aim to reduce the cost …

The effectiveness of software testing is crucial for successful software releases, and various
test optimization techniques aim to enhance this process by reducing the number of test …

Methods based on machine learning (ML) are gaining increasing importance at various
stages of the integrated circuit (IC) design flow including EDA applications. However, real …

Constrained Random Verification (CRV) is a widely used design verification methodology
that focuses on generating pseudo-random legal transactions or stimuli for the device under …

With the ever-increasing system-on-chip (SoC) design complexity, the verification of such
systems is becoming more and more challenging and extremely time consuming. Hence, the …

Integrated Circuit (IC) verification, ie the process of ensuring that it performs according to the
design specifications, is highly resource intensive. This often depends on an IC's complexity …

Effective software testing is essential for successful software releases, and numerous test
optimization techniques have been proposed to enhance this process. However, existing …

This survey paper explores the intersection of machine learning and VLSI design, shedding
light on the evolving landscape of innovative methodologies. The initial focus is on papers …