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KNOWLEDGE MANAGEMENT FOR DIGITAL DESIGN OF NOVEL MATERIALS
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Computational Materials Science and Knowledge
ICS RAS, 2017 2
KNOWLEDGE MANAGEMENT FOR DIGITAL DESIGN OF NOVEL MATERIALS Serge P. - - PowerPoint PPT Presentation
KNOWLEDGE MANAGEMENT FOR DIGITAL DESIGN OF NOVEL MATERIALS Serge P. - - PowerPoint PPT Presentation
KNOWLEDGE MANAGEMENT FOR DIGITAL DESIGN OF NOVEL MATERIALS Serge P. Kovalyov Institute of Control Sciences RAS kovalyov@nm.ru 1 Computational Materials Science and Knowledge 2 ICS RAS, 2017 Diversity of Materials Synthesis Methods
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SLIDE 3
Diversity of Materials Synthesis Methods
ICS RAS, 2017 3
Smelting 3D-printing Weaving Viral assembly Vapor deposition Electrolysis “TRADITIONAL” “INNOVATIVE”
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Functional-Voxel Modeling for Additive Manufacturing Materials
ICS RAS, 2017 4
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Geometric Analysis of Materials
ICS RAS, 2017 5
Applying algebraic geometry and topology Example (conjecture): nuclear power production is a homotopy invariant of reactor construction Computation of textile composite layout by means of differential geometry
[Cherouat A., Bourouchaki H., 2013]
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Multiphysical Finite Element Method (FEM) Analysis
ICS RAS, 2017 6
[Verpoest I., Lomov S., 2005]
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Meshfree Analysis
ICS RAS, 2017 7
Voxel model of a textile composite Material Particle Method (MPM) computation model for a nanocomposite
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Statistical Analysis
ICS RAS, 2017 8
Monte-Carlo simulation Ab initio quantum-level modeling
[Turchi P. et al, 2007]
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Homogenization
ICS RAS, 2017 9
Laminate model of layered composite and its generalizations Category-theoretic homogenization model (olog)
[Giesa T. et al, 2012]
Force-displacement relationship:
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Neural Network Analysis
ICS RAS, 2017 10
[Zhang Z., Friedrich K., 2003]
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User Interaction Geometric Analysis Multiphysical FEM Analysis Meshfree Analysis Homo- genization Neural Network Analysis Control over Modeling and Optimization Materials Knowledge Management Statistical Analysis
Multivariate Approach to Digital Design of Novel Materials
ICS RAS, 2017 11
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