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 …

Chronic pulmonary diseases encompass different persistent and lethal diseases, including
chronic obstructive pulmonary disease (COPD), idiopathic pulmonary fibrosis (IPF), cystic …

Abstract Machine learning (ML) is an artificial intelligence technology that has been used in
atmospheric pollution research due to their powerful fitting ability. In this review, 105 articles …

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

Deltamethrin (DLM) is widely used in agriculture and the prevention of human insect-borne
diseases. However, the molecular mechanism of DLM induced liver injury remains unclear …

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

The wide application of nanomaterials in consumer and medical products has raised
concerns about their potential adverse effects on human health. Thus, more and more …

Organic chemistry has seen colossal progress due to machine learning (ML). However, the
translation of artificial intelligence (AI) into materials science is challenging, where biological …

Abstract Fine particulate matter (PM2. 5) is one of the main pollutants in the atmosphere and
poses a huge threat to public health. Secondary aerosol pollutants that are formed by …

The use of nanomaterials has been increasing in recent times, and they are widely used in
industries such as cosmetics, drugs, food, water treatment, and agriculture. The rapid …