Inertial Memory Effects in Molecular Transport Across Nanoporous Membranes

Nanoporous membranes are heterogeneous structures, with heterogeneity manifesting at the microscale. In examining particle transport through such media, it has been observed that this transport deviates from classical diffusion, as described by Fick’s second law. Moreover, the classical model is phy...

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Main Authors: Slobodanka Galovic, Milena Čukić, Dalibor Chevizovich
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Membranes
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Online Access:https://www.mdpi.com/2077-0375/15/1/11
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author Slobodanka Galovic
Milena Čukić
Dalibor Chevizovich
author_facet Slobodanka Galovic
Milena Čukić
Dalibor Chevizovich
author_sort Slobodanka Galovic
collection DOAJ
description Nanoporous membranes are heterogeneous structures, with heterogeneity manifesting at the microscale. In examining particle transport through such media, it has been observed that this transport deviates from classical diffusion, as described by Fick’s second law. Moreover, the classical model is physically unsustainable, as it is non-causal and predicts an infinite speed of concentration perturbation propagation through a substantial medium. In this work, we have derived two causal models as extensions of Fick’s second law, where causality is linked to the effects of inertial memory in the nanoporous membrane. The results of the derived models have been compared with each other and with those obtained from the classical model. It has been demonstrated that both causal models, one with exponentially fading inertial memory and the other with power-law fading memory, predict that the concentration perturbation propagates as a damped wave, leading to an increased time required for the cumulative amount of molecules passing through the membrane to reach a steady state compared to the classical model. The power-law fading memory model predicts a longer time required to achieve a stationary state. These findings have significant implications for understanding cell physiology, developing drug delivery systems, and designing nanoporous membranes for various applications.
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spelling doaj-art-3038468849904ef78de687114a15a55d2025-01-24T13:41:00ZengMDPI AGMembranes2077-03752025-01-011511110.3390/membranes15010011Inertial Memory Effects in Molecular Transport Across Nanoporous MembranesSlobodanka Galovic0Milena Čukić1Dalibor Chevizovich2Vinca Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, Mike Petrovica Alasa 12-14, P.O. Box 522, 11001 Belgrade, SerbiaEmpa, Swiss Federal Institute for Materials Science and Technology, Laboratory for Biomimetic Membranes and Textiles, Lerchenfeldstrasse 5, 9014 St. Gallen, SwitzerlandVinca Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, Mike Petrovica Alasa 12-14, P.O. Box 522, 11001 Belgrade, SerbiaNanoporous membranes are heterogeneous structures, with heterogeneity manifesting at the microscale. In examining particle transport through such media, it has been observed that this transport deviates from classical diffusion, as described by Fick’s second law. Moreover, the classical model is physically unsustainable, as it is non-causal and predicts an infinite speed of concentration perturbation propagation through a substantial medium. In this work, we have derived two causal models as extensions of Fick’s second law, where causality is linked to the effects of inertial memory in the nanoporous membrane. The results of the derived models have been compared with each other and with those obtained from the classical model. It has been demonstrated that both causal models, one with exponentially fading inertial memory and the other with power-law fading memory, predict that the concentration perturbation propagates as a damped wave, leading to an increased time required for the cumulative amount of molecules passing through the membrane to reach a steady state compared to the classical model. The power-law fading memory model predicts a longer time required to achieve a stationary state. These findings have significant implications for understanding cell physiology, developing drug delivery systems, and designing nanoporous membranes for various applications.https://www.mdpi.com/2077-0375/15/1/11nanoporous membranesparticle transportnon-Fickian’s modelsinertial memoryfractional modelhyperbolic model
spellingShingle Slobodanka Galovic
Milena Čukić
Dalibor Chevizovich
Inertial Memory Effects in Molecular Transport Across Nanoporous Membranes
Membranes
nanoporous membranes
particle transport
non-Fickian’s models
inertial memory
fractional model
hyperbolic model
title Inertial Memory Effects in Molecular Transport Across Nanoporous Membranes
title_full Inertial Memory Effects in Molecular Transport Across Nanoporous Membranes
title_fullStr Inertial Memory Effects in Molecular Transport Across Nanoporous Membranes
title_full_unstemmed Inertial Memory Effects in Molecular Transport Across Nanoporous Membranes
title_short Inertial Memory Effects in Molecular Transport Across Nanoporous Membranes
title_sort inertial memory effects in molecular transport across nanoporous membranes
topic nanoporous membranes
particle transport
non-Fickian’s models
inertial memory
fractional model
hyperbolic model
url https://www.mdpi.com/2077-0375/15/1/11
work_keys_str_mv AT slobodankagalovic inertialmemoryeffectsinmoleculartransportacrossnanoporousmembranes
AT milenacukic inertialmemoryeffectsinmoleculartransportacrossnanoporousmembranes
AT daliborchevizovich inertialmemoryeffectsinmoleculartransportacrossnanoporousmembranes