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Machine Learning for Predicting Mechanical Properties of Tissue-Mimicking Phantoms of Soft Biological Tissues
| Authors: Semenov L.I., Krupnin A.E., Antipova K.G., Grigoriev T.E. | Published: 28.01.2026 |
| Published in issue: #6(123)/2025 | |
| DOI: | |
| Category: Mathematics and Mechanics | Chapter: Mathematical Simulation, Numerical Methods and Software Packages | |
| Keywords: machine learning, random forest, tissue-mimicking phantoms, hydrogel, polyacrylamide, indentation, finite element simulation, hyperelasticity models | |
Defining а Time-Average Growth Rate of a Corrosion Defect from the Data of Any Number of Inspections
| Authors: Galakhar A.S. | Published: 16.02.2022 |
| Published in issue: #1(100)/2022 | |
| DOI: 10.18698/1812-3368-2022-1-22-38 | |
| Category: Mathematics and Mechanics | Chapter: Computational Mathematics | |
| Keywords: corrosion modelling, defect initiation, integrity prediction, machine learning, residual operating life, sizing uncertainty, thin-walled structure | |