[HTML][HTML] Health and environmental safety of nanomaterials: O Data, Where Art Thou?

I Furxhi - NanoImpact, 2022 - Elsevier
Nanotechnology keeps drawing attention due to the great tunable properties of
nanomaterials in comparison to their bulk conventional materials. The growth of …

Effects and the fate of metal-based engineered nanomaterials on soil ecosystem: A review

W Qibin, P ZHANG, Z Weichen, S NOMAN… - Pedosphere, 2023 - Elsevier
Metal-based engineered nanomaterials (MENMs) are increasingly being used in people's
working lives, while metal-based engineered nanomaterials have important effects on soil …

Data-driven quantitative intrinsic hazard criteria for nanoproduct development in a safe-by-design paradigm: a case study of silver nanoforms

I Furxhi, R Bengalli, G Motta, P Mantecca… - ACS Applied Nano …, 2023 - ACS Publications
The current European (EU) policies, that is, the Green Deal, envisage safe and sustainable
practices for chemicals, which include nanoforms (NFs), at the earliest stages of innovation …

Metadata stewardship in nanosafety research: learning from the past, preparing for an “on-the-fly” FAIR future

TE Exner, AG Papadiamantis, G Melagraki… - Frontiers in …, 2023 - frontiersin.org
Introduction: Significant progress has been made in terms of best practice in research data
management for nanosafety. Some of the underlying approaches to date are, however …

Status, implications and challenges of European safe and sustainable by design paradigms applicable to nanomaterials and advanced materials

I Furxhi, A Costa, S Vázquez-Campos… - RSC …, 2023 - pubs.rsc.org
Current European (EU) policies, such as the Green Deal, envisage safe and sustainable by
design (SSbD) practices for the management of chemicals, which cogently entail …

The role of FAIR nanosafety data and nanoinformatics in achieving the UN Sustainable Development Goals: the NanoCommons experience

BA Serrano, LC Gheorghe, TE Exner, S Resch… - RSC …, 2024 - pubs.rsc.org
The increasing focus on open and FAIR (Findable, Accessible, Interoperable and Re-
useable) data is driving a step-change in how research communities and governments think …

[HTML][HTML] Design rules applied to silver nanoparticles synthesis: A practical example of machine learning application.

I Furxhi, L Faccani, I Zanoni, A Brigliadori… - Computational and …, 2024 - Elsevier
The synthesis of silver nanoparticles with controlled physicochemical properties is essential
for governing their intended functionalities and safety profiles. However, synthesis process …

Artificial augmented dataset for the enhancement of nano-QSARs models. A methodology based on topological projections

I Furxhi, M Kalapus, A Costa, T Puzyn - Nanotoxicology, 2023 - Taylor & Francis
Nanoinformatics demands accurate predictive models to assess the potential hazards of
nanomaterials (NMs). However, limited data availability and the diverse nature of NMs …

A supervised machine-learning prediction of textile's antimicrobial capacity coated with nanomaterials

M Mirzaei, I Furxhi, F Murphy, M Mullins - Coatings, 2021 - mdpi.com
Textile materials, due to their large surface area and moisture retention capacity, allow the
growth of microorganisms, causing undesired effects on the textile and on the end-users …

[PDF][PDF] Metadata stewardship in nanosafety research: learning from the past, preparing for an “on-the-fly” FAIR future

J Hooyberghs, S Herres-Pawlis, TE Exner, I Lynch… - 2023 - research.birmingham.ac.uk
Methods: State-of-the-art data/knowledge collection, curation management FAIrification, and
sharing solutions applied in the nanosafety field are reviewed focusing on unique features …