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In Silico Study Demonstrates Mechanoporation of Cancer Cell Membranes Using LDH Nanoparticles, Indicating New Treatment Approaches.
This repository contains the full multi-scale computational framework, continuum FEA models (COMSOL Multiphysics), coarse-grained molecular dynamics topologies (Martini 3 / GROMACS), machine learning surrogates (XGBoost + SHAP + Sobol sensitivity analysis), and raw data accompanying the study on acoustic resonance-induced mechanoporation of cancer cell membranes using layered double hydroxide (LDH) nanoparticles.
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Shamo Salayev (2026) studied this question.
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