Block copolymer (BCP) nanopatterning has emerged as a versatile nanoscale fabrication
tool for semiconductor devices and other applications, because of its ability to organize well …

In the past decade, nanoperforated graphene (also known as a graphene nanomesh or
holey graphene) has attracted considerable research interest worldwide, predominantly …

Effective surface enhancement of Raman scattering (SERS) requires strong near-field
enhancement as well as effective light collection of plasmonic structures. To this end …

In this study, using some machine learning methods, we develop a framework that deals
with forward analysis to predict a property from a polymer alloy's phase separation structure …

The recent emerging significance of the Internet of Things (IoT) demands sensor devices to
be integrated with many different functional structures and devices while conserving their …

Nanoporous membranes exhibit wide applications in the fields of energy, environmental,
and analytical science. Among all nanoporous membrane materials, degradable block …

Nanoscale structure engineering is in high demand for various applications of 2D transition
metal dichalcogenides (TMDs). An edge‐exposed 2D polycrystalline MoS2 nanomesh thin …

Ultrathin film-based transparent conductive oxides (TCOs) with a broad work function (WF)
tunability are highly demanded for efficient energy conversion devices. However, reducing …

In this study, a framework that deals with the inverse design of material structures based on
macroscopic properties using deep learning models is proposed. For the …

The spontaneous formation of periodic nanopatterns through the self-assembly of block
copolymer (BCP) thin films offers an enticing path to engineer functional material properties …