Nanotechnology and artificial intelligence to enable sustainable and precision agriculture

P Zhang, Z Guo, S Ullah, G Melagraki, A Afantitis… - Nature Plants, 2021 - nature.com
Climate change, increasing populations, competing demands on land for production of
biofuels and declining soil quality are challenging global food security. Finding sustainable …

Converting nanotoxicity data to information using artificial intelligence and simulation

X Yan, T Yue, DA Winkler, Y Yin, H Zhu… - Chemical …, 2023 - ACS Publications
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 …

[HTML][HTML] Nano and microplastic interactions with freshwater biota–current knowledge, challenges and future solutions

A Kukkola, S Krause, I Lynch, GHS Smith… - Environment International, 2021 - Elsevier
Current understanding of nano-and microplastic movement, propagation and potential
effects on biota in freshwater environments is developing rapidly. Still, there are significant …

Role of artificial intelligence and machine learning in nanosafety

DA Winkler - Small, 2020 - Wiley Online Library
Robotics and automation provide potentially paradigm shifting improvements in the way
materials are synthesized and characterized, generating large, complex data sets that are …

[HTML][HTML] NanoSolveIT Project: Driving nanoinformatics research to develop innovative and integrated tools for in silico nanosafety assessment

A Afantitis, G Melagraki, P Isigonis, A Tsoumanis… - Computational and …, 2020 - Elsevier
Nanotechnology has enabled the discovery of a multitude of novel materials exhibiting
unique physicochemical (PChem) properties compared to their bulk analogues. These …

Evaluating metal oxide nanoparticle (MeOx NP) toxicity with different types of nano descriptors mainly focusing on simple periodic table-based descriptors: a mini …

J Roy, K Roy - Environmental Science: Nano, 2023 - pubs.rsc.org
Given the rapid growth of nanotechnology, it is essential to know the hazardous effects of
metal oxide nanoparticles (MeOx NPs) posed to the living organisms within the ecosystem …

Core, coating, or corona? The importance of considering protein coronas in nano-QSPR modeling of zeta potential

S Sengottiyan, A Mikolajczyk, K Jagiełło, M Swirog… - Acs Nano, 2023 - ACS Publications
To control stability in a biological medium, several factors affecting the zeta potential (ζ) of
nanoparticles (NPs) must be considered, including complex interactions between the …

Metadata stewardship in nanosafety research: Community-driven organisation of metadata schemas to support FAIR nanoscience data

AG Papadiamantis, FC Klaessig, TE Exner, S Hofer… - Nanomaterials, 2020 - mdpi.com
The emergence of nanoinformatics as a key component of nanotechnology and nanosafety
assessment for the prediction of engineered nanomaterials (NMs) properties, interactions …

Daphnia magna and mixture toxicity with nanomaterials–Current status and perspectives in data-driven risk prediction

DST Martinez, LJA Ellis, GH Da Silva, R Petry… - Nano Today, 2022 - Elsevier
The aquatic ecosystem is the final destination of most industrial residues and agrochemicals
resulting in organisms being exposed to a complex mixture of contaminants. Nanomaterials …

[HTML][HTML] Computational prediction and experimental analysis of the nanoparticle-protein corona: Showcasing an in vitro-in silico workflow providing FAIR data

I Hasenkopf, R Mills-Goodlet, L Johnson, I Rouse… - Nano Today, 2022 - Elsevier
Extensive investigation and characterisation of nanoparticle-protein conjugates are
imperative to assess potential nanoparticle-induced hazards for humans and the …