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An efficient inference in meanfield approximation by adaptive manifold filtering: (Machine learning & data mining)
Nasab, S. E

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An efficient inference in meanfield approximation by adaptive manifold filtering: (Machine learning & data mining)
Author :   Nasab, S. E
Publisher :  
Pub. Year  :   2014
Subjects :   Adaptive manifold High dimensioanl Gaussian filtering Inference Non-local means ...
Call Number :  

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  • Contents (7)
  • List of Figures (9)
  • 1 Introduction (15)
  • 2 Continuum Model of Lipid Membranes (20)
    • 2.1 Introduction (20)
    • 2.2 Stretching and Compression (21)
    • 2.3 Shearing (22)
    • 2.4 Bending (22)
      • 2.4.1 Curvatures of a Surface (22)
      • 2.4.2 Monge Description (24)
  • 3 Molecular Dynamics Method for Coarse Grained Model of Lipid Membranes (26)
    • 3.1 Introduction (26)
    • 3.2 Lipid and Protein Models (27)
    • 3.3 Simulation Setup (29)
  • 4 Dynamical Properties of Lipid Membranes (32)
    • 4.1 Introduction (32)
    • 4.2 Clustering of Protein Inclusions in Lipid Bilayers (33)
    • 4.3 Friction Coefficient (35)
      • 4.3.1 Lipid Bilayer without Proteins (40)
      • 4.3.2 Lipid Bilayer with Protein Inclusions (43)
    • 4.4 Tilt Angle (46)
    • 4.5 Diffusion in Membranes (47)
      • 4.5.1 Diffusion coefficients and exponent (50)
      • 4.5.2 Diffusion of Lennard-Jones fluid (51)
      • 4.5.3 Diffusion of lipids (52)
      • 4.5.4 Diffusion of proteins (55)
    • 4.6 Conclusion (62)
  • 5 Stability of Suspension flows (64)
    • 5.1 Introduction (64)
    • 5.2 Governing diffusion and momentum equations (66)
      • 5.2.1 Steady-state solutions (68)
      • 5.2.2 Perturbed equations and eigenvalue problem (71)
    • 5.3 Long-lived and unstable modes (75)
    • 5.4 Conclusions (80)
  • 6 Membrane in Shear Flow: Continuum Approach (81)
    • 6.1 Introduction (81)
    • 6.2 Governing Momentum and diffusion equations (83)
    • 6.3 Perturbed equations and eigenvalue problem (87)
    • 6.4 Results (91)
    • 6.5 Conclusions (94)
  • References (96)
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