ArticleNanomaterials (Basel, Switzerland)2020
Can an InChI for Nano Address the Need for a Simplified Representation of Complex Nanomaterials across Experimental and Nanoinformatics Studies?
Article in Nanomaterials (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
17 citing papers in PubMed.
- Machine learning reshapes the paradigm of nanomedicine research.Acta pharmaceutica Sinica. B · 2026Review
- Representation of Molecules by Sequences of Instructions.Journal of chemical information and modeling · 2025Article
- CompSafeNano project: NanoInformatics approaches for safe-by-design nanomaterials.Computational and structural biotechnology journal · 2025Article
- Instance maps as an organising concept for complex experimental workflows as demonstrated for (nano)material safety research.Beilstein journal of nanotechnology · 2025Article
- A template wizard for the cocreation of machine-readable data-reporting to harmonize the evaluation of (nano)materials.Nature protocols · 2024Review
- FAIR assessment of nanosafety data reusability with community standards.Scientific data · 2024Article
- NNI Nanoinformatics Conference 2023: Movement Toward a Common Infrastructure for Federal nanoEHS Data Computational Toxicology: Short Communication.Computational toxicology (Amsterdam, Netherlands) · 2024Article
- InChI isotopologue and isotopomer specifications.Journal of cheminformatics · 2024Article
- IUPAC International Chemical Identifier (InChI)-related education and training materials through InChI Open Education Resource (OER).Chemistry Teacher International : best practices in chemistry education · 2024Article
- A review on the structural characterization of nanomaterials for nano-QSAR models.Beilstein journal of nanotechnology · 2024Review
- Principles and requirements for nanomaterial representations to facilitate machine processing and cooperation with nanoinformatics tools.Journal of cheminformatics · 2023Article
- European Registry of Materials: global, unique identifiers for (undisclosed) nanomaterials.Journal of cheminformatics · 2022Article
- The nanotopography of SiONanoscale · 2021Article
- Using Machine Learning to Parse Chemical Mixture Descriptions.ACS omega · 2021Article
- Toward the Specificity of Bare Nanomaterial Surfaces for Protein Corona Formation.International journal of molecular sciences · 2021Review
- Editorial for the Special Issue From Nanoinformatics to Nanomaterials Risk Assessment and Governance.Nanomaterials (Basel, Switzerland) · 2021Article
- Recent Advances in Immunosafety and Nanoinformatics of Two-Dimensional Materials Applied to Nano-imaging.Frontiers in immunology · 2021Review
Corrections and comments
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Authors and funding
30 authors.
Funding
Abstract
Chemoinformatics has developed efficient ways of representing chemical structures for small molecules as simple text strings, simplified molecular-input line-entry system (SMILES) and the IUPAC International Chemical Identifier (InChI), which are machine-readable. In particular, InChIs have been extended to encode formalized representations of mixtures and reactions, and work is ongoing to represent polymers and other macromolecules in this way. The next frontier is encoding the multi-component structures of nanomaterials (NMs) in a machine-readable format to enable linking of datasets for nanoinformatics and regulatory applications. A workshop organized by the H2020 research infrastructure NanoCommons and the nanoinformatics project NanoSolveIT analyzed issues involved in developing an InChI for NMs (
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.