Bioinformatics and machine learning to support nanomaterial grou**

A Bahl, S Halappanavar, W Wohlleben, P Nymark… - …, 2024 - Taylor & Francis
Nanomaterials (NMs) offer plenty of novel functionalities. Moreover, their physicochemical
properties can be fine-tuned to meet the needs of specific applications, leading to virtually …

The alamar blue assay in the context of safety testing of nanomaterials

EM Longhin, N El Yamani, E Rundén-Pran… - Frontiers in …, 2022 - frontiersin.org
The Alamar Blue (AB) assay is widely used to investigate cytotoxicity, cell proliferation and
cellular metabolic activity within different fields of toxicology. The use of the assay with …

From principles to reality. FAIR implementation in the nanosafety community

VI Dumit, A Ammar, MI Bakker, MA Bañares, C Bossa… - Nano Today, 2023 - Elsevier
Develo** safe and sustainable nanomaterials-based solutions to current global
challenges including clean energy, sustainable food production and water security requires …

A template wizard for the cocreation of machine-readable data-reporting to harmonize the evaluation of (nano) materials

N Jeliazkova, E Longhin, N El Yamani… - Nature protocols, 2024 - nature.com
Making research data findable, accessible, interoperable and reusable (FAIR) is typically
hampered by a lack of skills in technical aspects of data management by data generators …

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 …

Trust Not Verify? The Critical Need for Data Curation Standards in Materials Informatics

M Hart, K Idanwekhai, VM Alves, AJM Miller… - Chemistry of …, 2024 - ACS Publications
The importance of data curation has been recognized in multiple areas of research;
however, the discussion of this important issue is only beginning to emerge in materials …

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 …

Harmonising knowledge for safer materials via the “NanoCommons” Knowledge Base

D Maier, TE Exner, AG Papadiamantis, A Ammar… - Frontiers in …, 2023 - frontiersin.org
In mediaeval Europe, the term “commons” described the way that communities managed
land that was held “in common” and provided a clear set of rules for how this “common land” …

[HTML][HTML] In silico assessment of nanoparticle toxicity powered by the Enalos Cloud Platform: Integrating automated machine learning and synthetic data for enhanced …

DD Varsou, PD Kolokathis, M Antoniou… - Computational and …, 2024 - Elsevier
The rapid advance of nanotechnology has led to the development and widespread
application of nanomaterials, raising concerns regarding their potential adverse effects on …

[HTML][HTML] Critical aspects in occupational exposure assessment with different aerosol metrics in an industrial spray coating process

F Belosi, AJ Koivisto, I Furxhi, JL de Ipiña, A Nicosia… - NanoImpact, 2023 - Elsevier
Abstract Engineered Nanomaterials (ENMs) have several uses in various industrial fields
and are embedded in a myriad of consumer products. However, there is continued concern …