fast analytical models for texture evolution in ...in anisotropic polycrystals ! neil m. ribe...

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Fast Analytical Models for Texture Evolution in Anisotropic Polycrystals Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) Collaborators: Neil GOULDING (Bristol) James WOOKEY (Bristol) Andrew WALKER (Leeds) Ralf HIELSCHER (Chemnitz)

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Page 1: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

Fast Analytical Models for Texture Evolution in Anisotropic Polycrystals !

Neil M. RIBE Laboratoire FAST, Orsay (France)

Olivier CASTELNAU (Paris)

Collaborators:

Neil GOULDING (Bristol)

James WOOKEY (Bristol)

Andrew WALKER (Leeds)

Ralf HIELSCHER (Chemnitz)

Page 2: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

Aim

● an analytical expression for crystallographic spin ☛ model ANPAR

● an economical analytical representation of CPO in terms of « structured basis functions » ☛ model SBFTEX

Difficulty:

This work:

Context: To predict seismic anisotropy from geodynamical models,we need to be able to calculate how crystal preferred orientation (CPO) evolves during progressive deformation

Self-consistent models (VPSC, SOSC) are too computationally expensive to include in 3-D convection codes

Photo: Tim Walker

Design faster algorithms based on:

Page 3: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

Mechanism of crystallographic rotation

Generalization to 3-D:

Orientation : three Eulerian angles

Spin :

pure shear

Page 4: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

Model: aggregate of crystals withone active slip system, deformedby triaxial straining

(principal strain rates )

Minimize difference of crystal andaggregate deformation rates

Analytical expression for crystallographic spin

Amplitude A:

= 5 if global strain rate compatibility is enforced= 1 if not enforced

= intermediate if several slip systems are active

Page 5: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

Analytical expression for the spin: Validation against SOSC

The analytical model reproduces exactly the orientation-dependence of crystal spin predicted by the SOSC model☛

Test case: uniaxial compression (shortening rate ε0).

2.28ε0.

- 2.28ε0.

Isotropicaggregate

Stronglydeformedaggregate

SOSC Analytical

Quantity shown: spin ψ for slip system (010)[100] of olivine.

Page 6: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

ANPAR vs. SOSC: Uniaxial compression (45% shortening) of an olivine polycrystal

SOSC

ANPAR

multiplesof randomdistribution

Page 7: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

ANPAR vs. SOSC: Corner Flow Model

SOSC

ANPAR

multiplesof randomdistribution

long finite strain axisshear plane

Page 8: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

Analytical description of CPO

Idea : represent CPO using « structured basis functions » that:

● satisfy automatically the symmetry of the imposed deformation

● can represent arbitrarily sharp textures

● are analytical solutions of the evolution equation for the ODF:

Number of SBFs required

= Number of active slip systems☛#

Page 9: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

Structured basis functions

General form (for time-independent spin amplitude A):

Eulerian angles finite strains spin

amplitudeExact expression:

f = f(�, ✓, , A, c1/c2, c2/c3)

Interpretation:

SBF = virtual CPO produced by the action of a single slip system

Page 10: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

Structured basis function vs. strain (uniaxial compression)

☛# SBF automatically gets sharper as strain increases

30% shortening 60% shortening

✓ ✓

Page 11: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

SBF expansion of the orientation distribution function

F(g) = 1 +3X

s=1

Cs(p12, p23, r12, r23) [f(Msg, r12, r23)� 1]

isotropic partODF

precalculated expansion coefficients

anisotropic part ofSBF for slip system s

pij = ln⌧i

⌧j(relative strengths of slip systems)

rij = lnci

cj(axial ratios of finite strain ellipsoid)

Ms = rotation matrix for slip system s

Given the finite strain and the slip system strengths, the full ODF can be calculated☛#

Page 12: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

SBFTEX prediction: Uniaxial compression (58% shortening)

Laboratory experiment(Nicolas et al. 1973)

SOSC

SBFTEX

D-Rex

Page 13: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

SBFTEX prediction: Simple shear (γ = 140%)

Laboratory experiment (Lee et al. 2002)

SOSC

SBFTEX

D-Rex

long finitestrain axis

axis of maximum instantaneousextension rate

shear plane

Page 14: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the

Summary and Perspectives

Advantages of the structured basis function approach:

☛ Representation of CPO is

◆ smooth (uses continuous functions)

◆ economical (typically 3 coefficients)

☛ Can be applied to both upper- and lower-mantle phases

Future work:

☛ user-friendly open-source implementation

☛ Expression for crystallographic spin agrees exactly with the SOSC model

☛ extension to two-phase aggregates

☛ parameterization of recrystallization

☛ Calculations are ~ 107 times faster than SOSC

Page 15: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the
Page 16: Fast Analytical Models for Texture Evolution in ...in Anisotropic Polycrystals ! Neil M. RIBE Laboratoire FAST, Orsay (France) Olivier CASTELNAU (Paris) ... satisfy automatically the