Katarina Radulović’s research while affiliated with University of Belgrade – Faculty of Technology and Metallurgy and other places

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Publications (114)


Si/Pyrex glass and poly(dimethylsiloxane)-based microfluidic devices with integrated heating elements for TiO2 nanoparticle synthesis
  • Article

March 2025

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13 Reads

Journal of Science Advanced Materials and Devices

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Katarina Radulović

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a) Illustration of the sensing surface of an ultrasensitive and ultracompact metasurface-based plasmonic refractometric affinity sensor in the presence of the analyzed sample. Two protein forms (denoted by A and B) exist due to molecular structural transformation. b) Illustration of processes that are considered in the general case: adsorption and desorption of each of protein forms, and reversible transformation of one form into another on the sensing surface and in the surrounding solution; processes are denoted by arrows with the corresponding rate constants; the numbers of molecules are also shown for each protein form on the sensing surface and in the solution
Illustration of the considered interaction processes of biomolecules and surface adsorption sites, with corresponding rate constants
The temporal change of the number of biomolecules adsorbed on the sensing surface in four cases, as given in the inset. For the cases assuming structural transformation of adsorbed molecules, the time evolutions of the numbers of both structural forms are shown
The change in the effective refractive index of the sensing area for four cases as given in the legend. RI values for the two biomolecular structural forms are: a) nA=1.35 and nB=1.40, b) nA=1.40 and nB=1.35, and ne=1.33 for the surrounding medium
a) The effective RI temporal change for four cases that differ in taking into account or neglecting the molecular form change and/or depletion, and for different ratios N0/Nm (N0 is the total number of protein molecules in the analyzed sample, Nm is the number of adsorption sites on the sensing surface). b) The dependence of the steady-state value of RI change on N0/Nm, for two values of the desorption rate constant kdA. The ratio of the steady-state response with and without depletion is also shown
Refractive index change caused by biomolecular adsorption and structural transformations of adsorbed molecules in ultrasensitive plasmonic biosensors
  • Article
  • Publisher preview available

June 2024

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16 Reads

Optical and Quantum Electronics

Adsorption-based plasmonic refractometric biosensors have a great potential for applications in environmental protection, medicine and industry, as they are highly sensitive detectors of a broad range of biological analytes. Their response is determined by the temporal change of the effective refractive index (RI) of the sensing area caused by biomolecules adsorption. Many biomolecules undergo a structural transformation upon a contact with the sensing surface, causing a change in their affinity towards adsorption sites. Different forms of molecules also have different RI, which affects the sensing area effective RI. Adsorption leads to depletion of biomolecules from the sample, affecting the instantaneous rate of change of the number of adsorbed molecules, and thus also the effective RI change. Therefore, it is necessary to investigate the influence of these phenomena on the sensor response. In this work, we derive the first mathematical model that describes the change in the effective RI of the sensing area by taking into account reversible adsorption, structural transformation of adsorbed biomolecules, and sample depletion. We then use that model to analyze influences of these processes on the RI change by studying an exemplary protein adsorption. The results have shown the significant influence of these processes on the sensing area effective RI, and thus on the sensor time response, particularly when extremely low biomolecule concentrations are to be detected. The use of the presented model prevents erroneous interpretation of measurement results in ultrasensitive plasmonic biosensors, which may occur if using models that do not take into account structural transformation and analyte depletion.

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Area of investigation with sampling sites along the Danube River and its tributaries (adapted from https://www.danubesurvey.org/jds4/ (accessed on 2 February 2024).
An average number of fibres and fragments (bars) per (A) organism and (B) g⁻¹ ww for each species. Lines represent the variance in the number of particles.
The quantities of fibres and fragments in (A) Corbicula spp., (B) L. hoffmeisteri, and (C) P. nubeculosum at sampling sites along the Danube and its tributaries.
Results of µ–ATR–FTIR analyses of the MP sample (red line); the chemical substance standard database (blue/purple line): (A) polycarbonate—JDS4–3_4; (B) polypropylene–polyethylene copolymer—JDS4–17_2; (C) nylon (polyamide)—JDS4–29_3; (D) cellophane—JDS4–3_1; (E) polyethylene terephthalate—JDS4–35_2.
Microplastics in the Danube River and Its Main Tributaries—Ingestion by Freshwater Macroinvertebrates

March 2024

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203 Reads

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3 Citations

This study was carried out at the Danube River and its tributaries during the Joint Danube Survey 4 (JDS4) expedition. Three freshwater benthic species were used to estimate the quantity of microplastics (MPs): Corbicula spp., Limnodrilus hoffmeisteri (Claparede, 1862), and Polypedilum nubeculosum (Meigen, 1804). Following the kick and sweep technique, individuals were sampled using a hand net or dredge. In order to estimate the number of MP particles/individual particles/g wet body mass, the body mass and total length of all specimens were measured. Alkaline (Corbicula spp. and L. hoffmaisteri) and enzymatic (P. nubeculosum) protocols were performed for tissue degradation. All samples were filtered through glass microfiber filters (mesh size 0.5 µm). The particles were photographed, measured, and counted. A total of 1904, 169, and 204 MPs were isolated from Corbicula spp., L. hoffmaisteri, and P. nubeculosum, respectively. To confirm the chemical composition of isolated MPs, a subsample of 46 particles of the fragmented particles from 14 sampling sites was analysed via µ-ATR-FTIR spectroscopy analysis. The particles were characterised as polycarbonate (PC), polyethylene terephthalate (PET), polypropylene–polyethylene copolymer (PP-PE), nylon (polyamide-PA) and cellophane, with the domination of PET.


Laser-induced graphene on cross-linked sodium alginate

December 2023

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243 Reads

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5 Citations

Laser-induced graphene (LIG) possesses desirable properties for numerous applications. However, LIG formation on biocompatible substrates is needed to further augment the integration of LIG-based technologies into nanobiotechnology. Here, LIG formation on cross-linked sodium alginate is reported. The LIG is systematically investigated, providing a comprehensive understanding of the physicochemical characteristics of the material. Raman spectroscopy, scanning electron microscopy with energy-dispersive X-ray analysis, X-ray diffraction, transmission electron microscopy, Fourier-transform infrared spectroscopy and X-ray photoelectron spectroscopy techniques confirm the successful generation of oxidized graphene on the surface of cross-linked sodium alginate. The influence of laser parameters and the amount of crosslinker incorporated into the alginate substrate is explored, revealing that lower laser speed, higher resolution, and increased CaCl2 content leads to LIG with lower electrical resistance. These findings could have significant implications for the fabrication of LIG on alginate with tailored conductive properties, but they could also play a guiding role for LIG formation on other biocompatible substrates.






Ciprofloxacin Adsorption onto a Smectite–Chitosan-Derived Nanocomposite Obtained by Hydrothermal Synthesis

July 2023

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19 Reads

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10 Citations

The employment of compounds obtained from natural sources to produce adsorbents and their application in the elimination of antibiotics from industrial effluents have gained significant attention because of their low production cost and sustainability. Herein, chitosan (biopolymer) and smectite (abundant clay mineral) were used for the low-cost and eco-friendly synthesis of a new type of adsorbent. A low-energy-consumption hydrothermal process was applied to the synthesis of the chitosan-derived carbon–smectite nanocomposite with cobalt (H_Co/C-S). The produced nanocomposite was characterized using elemental analysis, ICP-OES, XRPD, low-temperature N2 adsorption–desorption isotherms, FTIR analysis, and point of zero charge. H_Co/C-S (SBET = 0.73 m² g⁻¹, d001 = 1.40 nm, pHPZC = 5.3) was evaluated as a ciprofloxacin adsorbent in aqueous solution. Experimental data were fitted with different kinetic models and interpreted by selected adsorption isotherms. The pseudo-second-order model was found to be the most appropriate, while ciprofloxacin adsorption onto H_Co/C-S was best described by the Redlich–Peterson isotherm (R² = 0.985). The maximum adsorption capacity of H_Co/C-S, according to the Langmuir isotherm (R² = 0.977), was 72.3 mg g⁻¹. Desorption and thermodynamic studies were performed. The obtained results indicated that the new hierarchically designed H_Co/C-S has promising potential to be further tested for application in real wastewater treatment.



Citations (43)


... After preparing the operational concentrations, the adsorbent was carefully weighed (0.2, 0.5, 0.8, 1.1, and 1.4 g) and added to the solutions. A certain mass of adsorbent with antibiotics and with pH and contact times (15,30,45,60, and 75 min) was transferred to Erlenmeyer with a volume of 500 mL and stirred with a stirrer at a speed of 200 rpm. After completing the reaction, the adsorbent was separated by centrifugation at a speed of 2000 rpm and a time of 15 min. ...

Reference:

Facile fabrication of novel magnetic chitosan@Ag-MWCN nanocomposite for the adsorptive removal of ciprofloxacin from aqueous solutions
Ciprofloxacin Adsorption onto a Smectite–Chitosan-Derived Nanocomposite Obtained by Hydrothermal Synthesis

... Figure 2 displays the electrical resistance of samples created at different laser scanning speeds. The variations are thought to be primarily caused by the effectiveness of cross-linking rather than the level of oxidation, as the oxygen content remains consistent across all samples [27]. Table 3 shows the main applications of graphene and composites, and more research is being conducted on applications such as photodetector, field effect transistor, and Schottky diode. ...

Laser-induced graphene on cross-linked sodium alginate

... The through port frequency response of an MRR is a Lorentzian, with its amplitude peaking to a minimum at its resonance frequency [20]. However, measurement data is distorted due to noise from readout (thermal and flicker noise), optics (laser relative intensity noise (RIN) and phase noise, PD dark current), and thermal and stochastic effects in microfluidics and analyte binding [21][22][23][24]. In the worst case, the minima are hidden below the noise floor of the sensor, and it is impossible to recover it directly. ...

Stochastic Time Response and Ultimate Noise Performance of Adsorption-Based Microfluidic Biosensors

... The deployment of agriculture wireless sensors [3] has revolutionized farming practices by providing real-time data which are crucial for optimal crop management. The most widely used sensors in agriculture are moisture/humidity [4,5] and temperature sensors [6,7]. Soil moisture sensors aid in precise irrigation scheduling, while temperature sensors help prevent frost damage and optimize growing conditions. ...

Full-Self-Powered Humidity Sensor Based on Electrochemical Aluminum–Water Reaction

... Transformation of biomolecules can also change the contribution of the adsorbed quantity of biomolecules to the sensor response, because transformed molecules can differently contribute to the sensor response compared to the molecules of the original form, since they may have a different RI. In addition, when extremely low biomolecule concentrations are to be detected in minuscule samples, for which ultrasensitive plasmonic sensors can be used, the depletion of analyte molecules from the sample during adsorption occurs, which can affect the sensor response (Jokić et al. 2021). In literature, a model of plasmonic biosensor response exists that takes into account the depletion of analyte molecules in a sample due to adsorption (Jokić et al. 2021). ...

Modelling of plasmonic biosensor temporal response influenced by competitive adsorption and analyte depletion

... The process of etching for the production of micro and nano features or particles is, again, a very important part of this paper selection, demonstrating the use of Integrated Diffused Silicon Two-Zone Heaters for Silicon-Pyrex Glass Microreactors for Production of Nanoparticles [7]. The obtained results show that the proposed procedure for the heater fabrication is robust, stable, and controllable, with a decreased sensitivity to random variations of fabrication process parameters. ...

Monolithically Integrated Diffused Silicon Two-Zone Heaters for Silicon-Pyrex Glass Microreactors for Production of Nanoparticles: Heat Exchange Aspects

... However, in various practical situations, additional processes exist that cause changes in sensor response kinetics. Some of such processes have been considered in the literature, including various kinds of nonspecific adsorption (adsorption of substances other than the target substance, adsorption outside of the dedicated adsorption sites, adsorption on heterogeneous sensing surfaces, etc.), as well as diffusion and convection of analyte particles in a flow-through sensor chamber, or depletion of analyte particles in the sample due to their adsorption (Frantlović et al 2013;Tulzer and Heitzinger 2016;Jokić et al 2021a;Jokić et al 2021b;Myszka et al 1998;Jakšić et al 2020). All these processes are stochastic, and they influence the total sensor noise (Hassibi et Amin and Bid 2015), thus affecting the sensor limiting performance such as the minimal detectable concentration. ...

The time response of plasmonic sensors due to binary adsorption: analytical versus numerical modeling

Applied Physics A

... If both the training error and validation error decrease and plateau, this is a sign that the network has converged and further training is unlikely to improve performance. If the validation error is lower than the training error, this can indicate that the network is underfitting the data, and more complex models or training strategies may be necessary [46]. The training error should generally decrease over time. ...

Artificial Neural Network for Composite Hardness Modeling of Cu/Si Systems Fabricated Using Various Electrodeposition Parameters
  • Citing Conference Paper
  • September 2019

... [8]) The synthesis of TiO 2 nanoparticles in microreactors takes place at elevated temperatures. Different types of heaters, made of different materials and with different designs, are met in literature [33][34][35][36][37][38]. Numerous types of high temperature microreactors have been reported so far. ...

Two types of integrated heaters for synthesis of TiO2 nanoparticles in microreactors
  • Citing Conference Paper
  • June 2018

... A particularly interesting case of heat transport in semiconductors driven by excess carriers is visible in the frequency response of the thermoelastic photoacoustic signal component [18]. For plasma-thin samples, its amplitude strongly decreases at low frequencies, forming a peak-like shape at higher ones. ...

Study of Silicon Cantilevers by the Photoacoustic Elastic Bending Method

International Journal of Thermophysics