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Theoretical Modeling of Long-Time Drug Release from Nitrosalicyl-Imine-Chitosan Hydrogels through Multifractal Logistic Type Laws

机译:多重分形对数型定律从水杨酸亚胺-壳聚糖水凝胶中长期释放药物的理论模型

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摘要

Drug release is a complex phenomenon due to the large number of interdependent side effects that occur simultaneously, involving strong nonlinear dynamics. Therefore, since their theoretical description is difficult in the classical mathematics modelling, we have built a theoretical model based on logistic type laws, validated by the correlations with the experimental data, in a special case of drug release from hydrogels. The novelty of our approach is the implementation of multifractality in logistic type laws, situation in which any chaotic system, characterized by a small number of nonlinear interactions, gets memory and, implicitly, characterization through a large number of nonlinear interactions. In other words, the complex system polymer-drug matrix becomes “pseudo-intelligent.”
机译:由于大量相互依赖的副作用同时发生,因此药物释放是一个复杂的现象,涉及强大的非线性动力学。因此,由于在经典数学建模中很难对它们进行理论描述,因此在水凝胶中药物释放的特殊情况下,我们建立了基于逻辑类型定律的理论模型,并通过与实验数据的相关性进行了验证。我们的方法的新颖性在于在逻辑类型定律中实现多重分形,在这种情况下,以少量非线性相互作用为特征的任何混沌系统都会获得记忆,并通过大量非线性相互作用来隐式表征。换句话说,复杂系统的聚合物-药物基质变为“伪智能”。

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