Designing nanotheranostics with machine learning

L Rao, Y Yuan, X Shen, G Yu, X Chen - Nature Nanotechnology, 2024 - nature.com
The inherent limits of traditional diagnoses and therapies have driven the development and
application of emerging nanotechnologies for more effective and safer management of …

Artificial intelligence and machine learning in computational nanotoxicology: unlocking and empowering nanomedicine

AV Singh, MHD Ansari, D Rosenkranz… - Advanced …, 2020 - Wiley Online Library
Advances in nanomedicine, coupled with novel methods of creating advanced materials at
the nanoscale, have opened new perspectives for the development of healthcare and …

Understanding oxygen-deficient La2CuO4-δperovskite activated peroxymonosulfate for bisphenol A degradation: The role of localized electron within oxygen vacancy

H Chen, Y Xu, K Zhu, H Zhang - Applied Catalysis B: Environmental, 2021 - Elsevier
An A 2 BO 4-type oxygen-deficient perovskite (La 2 CuO 4-δ, LCO), which owns a better low-
temperature reducibility, more abundant oxygen vacancies (OVs) and surface oxygen …

Carbon nanomaterials: production, impact on plant development, agricultural and environmental applications

O Zaytseva, G Neumann - Chemical and Biological Technologies in …, 2016 - Springer
During the relatively short time since the discovery of fullerenes in 1985, carbon nanotubes
in 1991, and graphene in 2004, the unique properties of carbon-based nanomaterials have …

Artificial intelligence and machine learning empower advanced biomedical material design to toxicity prediction

AV Singh, D Rosenkranz, MHD Ansari… - Advanced Intelligent …, 2020 - Wiley Online Library
Materials at the nanoscale exhibit specific physicochemical interactions with their
environment. Therefore, evaluating their toxic potential is a primary requirement for …

Influence of oxygen-containing functional groups on the environmental properties, transformations, and toxicity of carbon nanotubes

AR Deline, BP Frank, CL Smith, LR Sigmon… - Chemical …, 2020 - ACS Publications
Carbon nanotubes (CNTs) have unique physical and chemical properties that drive their use
in a variety of commercial and industrial applications. CNTs are commonly oxidized prior to …

Designing nanomaterials to maximize performance and minimize undesirable implications guided by the Principles of Green Chemistry

LM Gilbertson, JB Zimmerman, DL Plata… - Chemical Society …, 2015 - pubs.rsc.org
The Twelve Principles of Green Chemistry were first published in 1998 and provide a
framework that has been adopted not only by chemists, but also by design practitioners and …

Carbon nanotubes: Current perspectives on diverse applications in targeted drug delivery and therapies

M Rahamathulla, RR Bhosale, RAM Osmani… - Materials, 2021 - mdpi.com
Current discoveries as well as research findings on various types of carbon nanostructures
have inspired research into their utilization in a number of fields. These carbon …

Nanomaterials in the aquatic environment: A European Union–United States perspective on the status of ecotoxicity testing, research priorities, and challenges ahead

H Selck, RD Handy, TF Fernandes… - Environmental …, 2016 - Wiley Online Library
Abstract The European Union–United States Communities of Research were established in
2012 to provide a platform for scientists to develop a “shared repertoire of protocols and …

Overcoming implementation barriers for nanotechnology in drinking water treatment

P Westerhoff, P Alvarez, Q Li… - Environmental …, 2016 - pubs.rsc.org
Nanotechnology enabled water treatment is a promising approach to enhance the
effectiveness and efficiency of purifying water in many areas of the world. Nanotechnology …