Searched over 200M research papers
4 papers analyzed
These studies suggest that understanding and modeling interactions between nanomaterials and the environment involve molecular modeling, systematic modification and evaluation of nanoparticle properties, the Biological Surface Adsorption Index (BSAI) model, and QSAR modeling.
20 papers analyzed
Understanding and modeling the interactions between nanomaterials and the environment is crucial for advancing nanotechnology applications, particularly in biomedicine and environmental safety. This involves exploring how nanomaterials interact with biological systems, predicting their behavior, and assessing their potential toxicological impacts.
Molecular Modeling and Structural Analysis:
Systematic Exploration and Machine Learning:
Surface Adsorption and Biocorona Formation:
QSAR Modeling:
To effectively understand and model the interactions between nanomaterials and the environment, researchers employ a combination of computational molecular modeling, systematic exploration of physicochemical properties, surface adsorption analysis, and QSAR modeling. These approaches collectively enhance our ability to predict the behavior of nanomaterials in biological systems, ensuring their safe and efficacious application in various fields.
Most relevant research papers on this topic