Worldwide nanotechnology development and application have fueled many scientific
advances, but technophilic expectations and technophobic demands must be …

Decades of nanotoxicology research have generated extensive and diverse data sets.
However, data is not equal to information. The question is how to extract critical information …

Engineered nanomaterials (ENMs) enable new and enhanced products and devices in
which matter can be controlled at a near-atomic scale (in the range of 1 to 100 nm) …

Chemical toxicity evaluations for drugs, consumer products, and environmental chemicals
have a critical impact on human health. Traditional animal models to evaluate chemical …

Abstract Machine learning has proven to be technically flexible in recent years, which allows
it to be successfully implemented in problems in various areas of knowledge. Carbon …

Modern nanotechnology research has generated numerous experimental data for various
nanomaterials. However, the few nanomaterial databases available are not suitable for …

Robotics and automation provide potentially paradigm shifting improvements in the way
materials are synthesized and characterized, generating large, complex data sets that are …

Nanotechnology has enabled the discovery of a multitude of novel materials exhibiting
unique physicochemical (PChem) properties compared to their bulk analogues. These …

Nanomaterials (NMs) have developed quickly and cover various fields, but research on
nanotechnology and NMs largely relies on costly experiments or complex calculations (eg …

Nanoparticle structural parameters, such as size, surface chemistry, and shape, are well-
recognized parameters that affect biological activities of nanoparticles. However, whether …