Review of Current Achievements in Dendrimers and Nanomaterials for Potential Detection and Remediation of Chemical, Biological, Radiological and Nuclear Contamination—Integration with Artificial Intelligence and Remote Sensing Technologies
Authors:
- Agnieszka GonciarzAGAgnieszka Gonciarz
- Robert PichRPRobert Pich
- Krzysztof A. BogdanowiczKBKrzysztof A. Bogdanowicz
- Witalis PellowskiWitalis Pellowski
- Jacek MiedziakJMJacek Miedziak
- Sebastian LalikSLSebastian Lalik
- Marcin SzczepaniakMSMarcin Szczepaniak
- Monika MarzecMMMonika Marzec
- Agnieszka IwanAIAgnieszka Iwan
Open Access
- 10 September 2025
- journal article
- review article
- Published by MDPI AG in Nanomaterials
- Vol. 15 (18) , 1395
Abstract
Current scientific and technological developments indicate that the need for dendrimers and nanomaterials should be taken into account in aspects such as the detection and remediation of chemical, biological, radiological and nuclear (CBRN) contamination. To evaluate the benefits of dendrimers in CBRN contamination, different characterization methods, toxicological evaluation, and recyclability must be used. The aim of this article is to systematize knowledge about selected nanomaterials and dendrimers as well as chemical, biological, radiological and nuclear (CBRN) hazards in accordance with the principles of green chemistry, engineering, technology and environmental safety. So far, many review articles on dendrimers and nanomaterials have focused on biomedical applications or environmental remediation. In this article, we discuss this topic in more detail, especially in relation to the integration of dendrimers with artificial intelligence and remote sensing technologies. We highlight interdisciplinary synergies—artificial intelligence for smarter design and remote sensing for deployment—that could bridge the gap between nanoscale innovation and real CBRN countermeasures.Keywords
Funding Information
- National Center for Research and Development (DOB-SZAFIR/12/A/041/01/2021)
This publication has 91 references indexed in Scilit:
- A Phenanthroimidazole-Based Luminophore for Selective and Specific Identification of Sarin Simulant, DiethylchlorophosphateJournal of Fluorescence, 2024
- Nanoparticles‐induced potential toxicity on human health: Applications, toxicity mechanisms, and evaluation modelsMedcomm, 2023
- Omega‐3 Fatty Acid Grafted PAMAM‐Paclitaxel Conjugate Exhibits Enhanced Anticancer Activity in Upper Gastrointestinal Cancer CellsMacromolecular Bioscience, 2017
- Synthesis, characterization, and fluorescence of pyrene‐containing eight‐arm star‐shaped dendrimer‐like copolymer with pentaerythritol coreJournal of Polymer Science Part A: Polymer Chemistry, 2008
- Covalently Functionalized Cobalt Nanoparticles as a Platform for Magnetic Separations in Organic SynthesisAngewandte Chemie International Edition, 2007
- Dendrimers as drug delivery vehicles: non‐covalent interactions of bioactive compounds with dendrimersPolymer International, 2007
- A Combined ESI‐ and MALDI‐MS(/MS) Study of Peripherally Persulfonylated Dendrimers: False Negative Results by MALDI‐MS and Analysis of DefectsChemistry – A European Journal, 2005
- DFT and experimental studies of the structure and vibrational spectra of curcuminInternational Journal of Quantum Chemistry, 2005
- Synthesis, characterization, and application of melamine‐based dendrimers supported on silica gelJournal of Polymer Science Part A: Polymer Chemistry, 2004
- Multivalency in the Gas Phase: The Study of Dendritic Aggregates by Mass SpectrometryAngewandte Chemie International Edition, 2004