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Zabala I, Merino S, Eletxigerra U, Ramiro J, Burguera M, Aranzabe E. Detection of Salt Content in Canned Tuna by Impedance Spectroscopy: A Feasibility Study for Distinguishing Salt Levels. Foods 2024; 13:1765. [PMID: 38890993 PMCID: PMC11171493 DOI: 10.3390/foods13111765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 05/30/2024] [Accepted: 05/30/2024] [Indexed: 06/20/2024] Open
Abstract
The electrical impedance of dilute aqueous solutions containing extracts from five brands of canned tuna is analyzed using impedance spectroscopy in order to analyze their salt content and detect the potential presence of other salts beyond the well-stated NaCl. A complex electrical impedance is modeled with an equivalent electrical circuit, demonstrating good agreement with experimental data. This circuit accounts for the contribution of ions in the bulk solution, as well as those contributing to electrode polarization. The parameters describing the equivalent circuits, obtained through fitting data to the electrical impedance, are discussed in terms of the various ion contributions to both the electrical double layer at the electrode interface and the electrical conductivity of each solution. The ionic contribution to the electrical impedance is compared with that of a pure NaCl solution at the same concentration range. This comparison, when extended to real samples, allows for the development of a model to estimate the electrical conductivity of canned tuna samples, thereby determining the salt concentration in tuna. The model enables differentiation among the various samples of tuna studied. Subsequently, the potential presence of other ions besides Na+ and Cl- and their contribution to the electrical properties of each canned tuna extract is considered, especially for samples with a higher ratio of the sum of K+ and phosphates to Na+ concentration. This analysis shows the potential of impedance spectroscopy for on-site and rapid analysis of salt content and/or detection of additives in canned tuna fish.
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Affiliation(s)
- Inés Zabala
- Tekniker, Basque Research Alliance (BRTA), 20600 Eibar, Spain; (I.Z.); (J.R.); (M.B.); (E.A.)
| | - Santos Merino
- Tekniker, Basque Research Alliance (BRTA), 20600 Eibar, Spain; (I.Z.); (J.R.); (M.B.); (E.A.)
- Departamento de Electricidad y Electrónica, Universidad del País Vasco, UPV/EHU, 48940 Leioa, Spain
| | - Unai Eletxigerra
- Tekniker, Basque Research Alliance (BRTA), 20600 Eibar, Spain; (I.Z.); (J.R.); (M.B.); (E.A.)
| | - Jorge Ramiro
- Tekniker, Basque Research Alliance (BRTA), 20600 Eibar, Spain; (I.Z.); (J.R.); (M.B.); (E.A.)
| | - Miren Burguera
- Tekniker, Basque Research Alliance (BRTA), 20600 Eibar, Spain; (I.Z.); (J.R.); (M.B.); (E.A.)
| | - Estibaliz Aranzabe
- Tekniker, Basque Research Alliance (BRTA), 20600 Eibar, Spain; (I.Z.); (J.R.); (M.B.); (E.A.)
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2
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Dielectric characterization of new task ionic liquids with carboxyl groups by means of impedance spectroscopy from 10mHz to 10MHz. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.115804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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3
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Lenzi EK, Lenzi MK, Ribeiro HV, Evangelista LR. Extensions and solutions for nonlinear diffusion equations and random walks. Proc Math Phys Eng Sci 2019; 475:20190432. [PMID: 31824219 DOI: 10.1098/rspa.2019.0432] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Accepted: 10/03/2019] [Indexed: 11/12/2022] Open
Abstract
We investigate a connection between random walks and nonlinear diffusion equations within the framework proposed by Einstein to explain the Brownian motion. We show here how to properly modify that framework in order to handle different physical scenarios. We obtain solutions for nonlinear diffusion equations that emerge from the random walk approach and analyse possible connections with a generalized thermostatistics formalism. Finally, we conclude that fractal and fractional derivatives may emerge in the context of nonlinear diffusion equations, depending on the choice of distribution functions related to the spreading of systems.
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Affiliation(s)
- E K Lenzi
- Departamento de Física, Universidade Estadual de Ponta Grossa, Av. Gen. Carlos Cavalcanti 4748, 84030-900, Ponta Grossa, PR, Brazil.,National Institute of Science and Technology for Complex Systems, Centro Brasileiro de Pesquisas Físicas, 22290-180, Rio de Janeiro, RJ, Brazil
| | - M K Lenzi
- Departamento de Engenharia Química, Universidade Federal do Paraná, Av. Cel. Francisco H. dos Santos 210, 81531-980, Curitiba, PR, Brazil
| | - H V Ribeiro
- Departamento de Física, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá PR, Brazil
| | - L R Evangelista
- Departamento de Física, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá PR, Brazil.,National Institute of Science and Technology on Complex Fluids, Instituto de Física-USP, São Paulo, SP 05508-090, Brazil.,Dipartimento di Scienza Applicata del Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy
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Mazzer H, Cardozo-Filho L, Fernandes PR. Broadband dielectric spectroscopy of protic ethylammonium-based ionic liquids synthetized with different anions. J Mol Liq 2018. [DOI: 10.1016/j.molliq.2018.08.076] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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5
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Lenzi EK, Zola RS, Ribeiro HV, Vieira DS, Ciuchi F, Mazzulla A, Scaramuzza N, Evangelista LR. Ion Motion in Electrolytic Cells: Anomalous Diffusion Evidences. J Phys Chem B 2017; 121:2882-2886. [PMID: 28293957 DOI: 10.1021/acs.jpcb.7b01097] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
In this study, we argue that ion motion in electrolytic cells containing Milli-Q water, weak electrolytes, or liquid crystals may exhibit unusual diffusive regimes that deviate from the expected behavior, leading the system to present an anomalous diffusion. Our arguments lie on the investigation of the electrical conductivity and its relationship with the mean square displacement, which may be used to characterize the ionic motion. In our analysis, the Poisson-Nernst-Planck diffusional model is used with extended boundary conditions to simulate the charge transfer, accumulation, and/or adsorption-desorption at the electrode surfaces.
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Affiliation(s)
- E K Lenzi
- Departamento de Física, Universidade Estadual de Ponta Grossa , 87030-900 Ponta Grossa, Paraná, Brazil
| | - R S Zola
- Departamento de Física, Universidade Estadual de Maringá , Avenida Colombo, 5790, 87020-900 Maringá, Paraná, Brazil.,Departamento de Física, Universidade Tecnológica Federal do Paraná , Rua Marcílio Dias, 635, 86812-460 Apucarana, Paraná, Brazil
| | - H V Ribeiro
- Departamento de Física, Universidade Estadual de Maringá , Avenida Colombo, 5790, 87020-900 Maringá, Paraná, Brazil
| | - Denner S Vieira
- Departamento de Física, Universidade Estadual de Maringá , Avenida Colombo, 5790, 87020-900 Maringá, Paraná, Brazil
| | | | | | | | - L R Evangelista
- Departamento de Física, Universidade Estadual de Maringá , Avenida Colombo, 5790, 87020-900 Maringá, Paraná, Brazil
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6
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Fernandes PR, da Silva KA, Mukai H, Muniz EC. Optical, morphological and dielectric characterization of MBBA liquid crystal-doped hydrogels. J Mol Liq 2017. [DOI: 10.1016/j.molliq.2016.12.080] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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7
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Asymptotic behaviors of the Poisson-Nernst-Planck model, generalizations and best adjust of experimental data. Electrochim Acta 2017. [DOI: 10.1016/j.electacta.2016.12.075] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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8
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Intermittent Motion, Nonlinear Diffusion Equation and Tsallis Formalism. ENTROPY 2017. [DOI: 10.3390/e19010042] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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9
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Abstract
The derivation of Warburg's impedance presented in several books and scientific papers is reconsidered. In the past it was obtained by assuming that the total electric current across the sample is just due to the diffusion, and that the external potential applied to the electrode is responsible for an increase of the bulk density of charge described by Nernst's model. We show that these assumptions are not correct, and hence the proposed derivations are questionable. When the electrochemical impedance of a cell of an insulating material where external charges are injected of a given sign is correctly determined, in the high frequency region the real and imaginary parts do not follow the trends predicted by Warburg's impedance. The analysis presented in this paper is relevant to a symmetric cell, in the Nernstian approximation. It can be easily generalized to the case of an asymmetric cell, assuming boundary conditions where the conduction current across the electrodes is proportional to the surface electric field.
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Affiliation(s)
- G Barbero
- Dipartimento di Scienza Applicata del Politecnico, Corso Duca degli Abruzzi 24, 10129 Torino, Italy. and National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Kashirskoye shosse 31, 115409 Moscow, Russian Federation
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10
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de Andrade T, Freire F, Barbero G, Alexe–Ionescu A. Interface description of Milli-Q water cells: Temperature dependence of the CPE parameters. J Electroanal Chem (Lausanne) 2016. [DOI: 10.1016/j.jelechem.2016.06.036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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11
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Characterization of Nanodiamond Seeded Interdigitated Electrodes using Impedance Spectroscopy of Pure Water. Electrochim Acta 2016. [DOI: 10.1016/j.electacta.2016.05.053] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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12
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Basu T, Giri A, Tarafdar S, Das S. Electrical impedance response of gamma irradiated gelatin based solid polymer electrolytes analyzed using a generalized calculus formalism. J Electroanal Chem (Lausanne) 2015. [DOI: 10.1016/j.jelechem.2015.07.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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13
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Fernandes PR, Vieira DS, Menezes M, Gonçalves G, Mukai H, Lenzi EK, Pereira NC. Temperature dependence of refractive index and of electrical impedance of grape seed ( Vitis vinifera, Vitis labrusca) oils extracted by Soxhlet and mechanical pressing. GRASAS Y ACEITES 2015. [DOI: 10.3989/gya.0954142] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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14
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Silva F, Rossato R, Lenzi E, Zola R, Ribeiro H, Lenzi M, Gonçalves G. Electrolytic cell containing different groups of ions with anomalous diffusion approach. J Electroanal Chem (Lausanne) 2015. [DOI: 10.1016/j.jelechem.2015.03.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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15
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Small signal response of an unsupported solid electrolyte to a dc external electric field. J Electroanal Chem (Lausanne) 2014. [DOI: 10.1016/j.jelechem.2014.04.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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16
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A framework to investigate the immittance responses for finite length-situations: Fractional diffusion equation, reaction term, and boundary conditions. J Electroanal Chem (Lausanne) 2014. [DOI: 10.1016/j.jelechem.2013.10.026] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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17
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Evangelista LR, Lenzi EK, Barbero G. The Kramers-Kronig relations for usual and anomalous Poisson-Nernst-Planck models. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2013; 25:465104. [PMID: 24131984 DOI: 10.1088/0953-8984/25/46/465104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
The consistency of the frequency response predicted by a class of electrochemical impedance expressions is analytically checked by invoking the Kramers-Kronig (KK) relations. These expressions are obtained in the context of Poisson-Nernst-Planck usual or anomalous diffusional models that satisfy Poisson's equation in a finite length situation. The theoretical results, besides being successful in interpreting experimental data, are also shown to obey the KK relations when these relations are modified accordingly.
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Affiliation(s)
- Luiz Roberto Evangelista
- Departamento de Física, Universidade Estadual de Maringá, Avenida Colombo, 5790, 87020-900 Maringá, Paraná, Brazil
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18
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Polymer microchip impedance spectroscopy through two parallel planar embedded microelectrodes: Understanding the impedance contribution of the surrounding polymer on the measurement accuracy. Electrochim Acta 2013. [DOI: 10.1016/j.electacta.2013.04.141] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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19
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Duarte AR, Batalioto F, Barbero G, Neto AMF. Electric Impedance of a Sample of Dielectric Liquid Containing Two Groups of Ions Limited by Ohmic Electrodes: A Study with Pure Water. J Phys Chem B 2013; 117:2985-91. [DOI: 10.1021/jp312284a] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- Alexsander R. Duarte
- Instituto
de Física, Universidade de São Paulo, P.O. Box 66318, São
Paulo 05314-970, Brazil
| | - Fernando Batalioto
- Instituto
de Física, Universidade de São Paulo, P.O. Box 66318, São
Paulo 05314-970, Brazil
| | - Giovanni Barbero
- Department of Applied Science
and Technology, Politecnico di Torino,
Corso Duca degli Abruzzi 24, 10129 Torino, Italy
| | - Antonio M. F. Neto
- Instituto
de Física, Universidade de São Paulo, P.O. Box 66318, São
Paulo 05314-970, Brazil
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20
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Macdonald JR. Three to six ambiguities in immittance spectroscopy data fitting. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2012; 24:175004. [PMID: 22481085 DOI: 10.1088/0953-8984/24/17/175004] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Several important ambiguities in immittance spectroscopy (IS) model data-fitting results are identified and illustrated by means of complex-nonlinear-least-squares (CNLS) fits of experimental and synthetic frequency response data. A well-known intrinsic ambiguity, following from Maxwell's electromagnetic equations, arises from the indistinguishability in external measurements of conduction and displacement currents. Usual fit models for either dielectric or conductive-system situations, such as the Davidson-Cole one, only involve a strength parameter, a dielectric constant, a characteristic relaxation time, and a fractional exponent and lead to no additional ambiguities. But the situation is different for more powerful and useful general models, such as ordinary or anomalous diffusion Poisson-Nernst-Planck ones: PNP and PNPA, used here, whose historical background, current status, and applicability are described and discussed herein. They apply to two different kinds of experimental IS situations and involve several additional, potentially free fit parameters, such as the mobilities of positive and negative charge carriers, and generation-recombination parameters that determine the partial or complete dissociation of a neutral entity of concentration N(0) into positive and negative charge carriers of equal concentration, c(0). Then, several additional ambiguities appear that may require information about the material system involved for their adequate resolution.
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Affiliation(s)
- J Ross Macdonald
- Department of Physics and Astronomy, University of North Carolina, Chapel Hill, NC 27599, USA.
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Mesin L, Scalerandi M. Effects of transducer size on impedance spectroscopy measurements. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2012; 85:051505. [PMID: 23004765 DOI: 10.1103/physreve.85.051505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2012] [Indexed: 06/01/2023]
Abstract
The response to an electric field of electrolytic solutions, gels, liquid crystals, and other soft materials is described by the drift-diffusion and Poisson equations. Existing models, used for the interpretation of experimental data, usually consider the system as one dimensional (1D), which is valid only for an infinite electrode size. Here we solve numerically the model equations in 2D, considering a circular electrode with a finite radius, and discuss the limit of validity of the 1D approximation.
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Affiliation(s)
- L Mesin
- Department of Electronics and Telecommunications, Politecnico di Torino, Torino, Italy
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22
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Tateishi AA, Lenzi EK, da Silva LR, Ribeiro HV, Picoli S, Mendes RS. Different diffusive regimes, generalized Langevin and diffusion equations. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2012; 85:011147. [PMID: 22400552 DOI: 10.1103/physreve.85.011147] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2011] [Revised: 10/28/2011] [Indexed: 05/31/2023]
Abstract
We investigate a generalized Langevin equation (GLE) in the presence of an additive noise characterized by the mixture of the usual white noise and an arbitrary one. This scenario lead us to a wide class of diffusive processes, in particular the ones whose noise correlation functions are governed by power laws, exponentials, and Mittag-Leffler functions. The results show the presence of different diffusive regimes related to the spreading of the system. In addition, we obtain a fractional diffusionlike equation from the GLE, confirming the results for long time.
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Affiliation(s)
- A A Tateishi
- Departamento de Física, Universidade Estadual de Maringá Avenida Colombo, 5790-87020-900 Maringá-PR, Brazil
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