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 …

Review of aquatic toxicity of pharmaceuticals and personal care products to algae

X Xin, G Huang, B Zhang - Journal of hazardous materials, 2021 - Elsevier
Abstract Pharmaceuticals and Personal Care Products (PPCPs) have been frequently
detected in the environment around the world. Algae play a significant role in aquatic …

Harmonization risks and rewards: nano-QSAR for agricultural nanomaterials

AV Singh, A Shelar, M Rai, P Laux… - Journal of agricultural …, 2024 - ACS Publications
This comprehensive review explores the emerging landscape of Nano-QSAR (quantitative
structure–activity relationship) for assessing the risk and potency of nanomaterials in …

Machine learning applications in nanomaterials: Recent advances and future perspectives

L Yang, H Wang, D Leng, S Fang, Y Yang… - Chemical Engineering …, 2024 - Elsevier
Nanomaterials demonstrate enormous potential applications in various scientific and
engineering fields due to their unique physical and chemical properties. With the rapid …

A Safe‐by‐Design strategy towards safer nanomaterials in nanomedicines

L Yan, F Zhao, J Wang, Y Zu, Z Gu… - Advanced Materials, 2019 - Wiley Online Library
The marriage of nanotechnology and medicine offers new opportunities to fight against
human diseases. Benefiting from their unique optical, thermal, magnetic, or redox properties …

How can machine learning and multiscale modeling benefit ocular drug development?

N Wang, Y Zhang, W Wang, Z Ye, H Chen, G Hu… - Advanced Drug Delivery …, 2023 - Elsevier
The eyes possess sophisticated physiological structures, diverse disease targets, limited
drug delivery space, distinctive barriers, and complicated biomechanical processes …

Interaction of nanoparticles with biological macromolecules: A review of molecular docking studies

AS Abdelsattar, A Dawoud, MA Helal - Nanotoxicology, 2021 - Taylor & Francis
The high frequency of using engineered nanoparticles in various medical applications
entails a deep understanding of their interaction with biological macromolecules. Molecular …

Practices and trends of machine learning application in nanotoxicology

I Furxhi, F Murphy, M Mullins, A Arvanitis, CA Poland - Nanomaterials, 2020 - mdpi.com
Machine Learning (ML) techniques have been applied in the field of nanotoxicology with
very encouraging results. Adverse effects of nanoforms are affected by multiple features …

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 …