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The micromorphic approach to plasticity and phase transformation - - PowerPoint PPT Presentation

The micromorphic approach to plasticity and phase transformation Samuel Forest Mines ParisTech / CNRS Centre des Mat eriaux/UMR 7633 BP 87, 91003 Evry, France Samuel.Forest@mines-paristech.fr Objectives The objectives of this presentation


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The micromorphic approach to plasticity and phase transformation

Samuel Forest

Mines ParisTech / CNRS Centre des Mat´ eriaux/UMR 7633 BP 87, 91003 Evry, France Samuel.Forest@mines-paristech.fr

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Objectives

The objectives of this presentation are two-fold:

  • propose a systematic procedure to extend standard

elastoviscoplasticity models to include:

⋆ size effects in the hardening behaviour of materials (grain size effects...) ⋆ regularization properties in the softening behaviour (strain localization...)

  • unify the “zoology” of generalized continuum models:

⋆ “Classical” generalized continua: Cosserat, second gradient, micromorphic media (Mindlin, 1964; Eringen and Suhubi, 1964; Mindlin and Eshel, 1968) ⋆ strain gradient plasticity, “implicit gradient approach”... (Aifantis, 1987; Fleck and Hutchinson, 2001; Gurtin, 2003; Engelen et al., 2003)

  • establish links between generalized continuum mechanics and

phase field approaches

2/31

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SLIDE 3

Plan

1

The micromorphic approach to plasticity Continuum thermomechanics Full micromorphic and microstrain theories

2

Microstrain gradient plasticity Gradient of plastic microstrain Consistency condition Anisothermal strain gradient plasticity

3

Internal constraint in the micromorphic approach

4

Microdiffusion and phase field approach

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SLIDE 4

Plan

1

The micromorphic approach to plasticity Continuum thermomechanics Full micromorphic and microstrain theories

2

Microstrain gradient plasticity Gradient of plastic microstrain Consistency condition Anisothermal strain gradient plasticity

3

Internal constraint in the micromorphic approach

4

Microdiffusion and phase field approach

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SLIDE 5

Plan

1

The micromorphic approach to plasticity Continuum thermomechanics Full micromorphic and microstrain theories

2

Microstrain gradient plasticity Gradient of plastic microstrain Consistency condition Anisothermal strain gradient plasticity

3

Internal constraint in the micromorphic approach

4

Microdiffusion and phase field approach

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SLIDE 6

State space

  • observable and controllable variables (temperature,

strain...) {T, ε

∼}

  • internal degrees of freedom (controllable variables that

account for some aspects of the microstructre) {α, ∇α} they have associated stresses and α or its associated force can be prescribed at the boundary

  • internal variables are the remembrance of internal degrees of

freedom; they cannot be controlled {α}

The micromorphic approach to plasticity 6/31

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SLIDE 7

The micromorphic approach (1)

  • Start from an initial classical elastoviscoplastic model with

internal variables DOF0 = {u }, STATE0 = {F

∼,

T, α}

  • Select one variable φ ∈ STATE0 and introduce the associated

micromorphic variable χφ as an additional degree of freedom and, possibly, state variable: DOF = {u ,

χφ},

STATE = {F

∼,

T, α,

χφ,

∇ χφ}

  • Extend the power of internal forces

P(i)(v ⋆,χ ˙ φ⋆) = −

  • D

p(i)(v ⋆,χ ˙ φ⋆) dV p(i)(v ⋆,χ ˙ φ⋆) = σ

∼ : ∇v ⋆ + a χ ˙

φ⋆ + b .∇ χ ˙ φ⋆ a, b generalized stresses, microforces (Gurtin, 1996)

  • Derive additional balance equation and boundary conditions

div b − a = 0, ∀x ∈ Ω, b .n = ac, ∀x ∈ ∂Ω

The micromorphic approach to plasticity 7/31

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The micromorphic approach (2)

  • More generally, in the presence of volume generalized forces:

div (b −b e)−a+ae = 0, ∀x ∈ Ω, (b −b e).n = ac, ∀x ∈ ∂Ω

  • Enhance the local balance of energy and the entropy inequality

ρ˙ ǫ = p(i) − div q + ρr, −ρ( ˙ ψ + η ˙ T) + p(i) − q T .∇T ≥ 0

  • Consider the constitutive functionals:

ψ = ˆ ψ(F

e, T, α,χφ, ∇ χφ), η = ˆ

η(F

e, T, α,χφ, ∇ χφ)

σ

= ˆ σ

∼(F ∼

e, T, α,χφ, ∇ χφ)

a = ˆ a(F

e, T, α,χφ, ∇ χφ),

b = ˆ b (F

e, T, α,χφ, ∇ χφ)

  • Derive the state laws

(Coleman and Noll, 1963) σ

∼ = ρ ∂ ˆ

ψ ∂F

e .F

eT, η = − ∂ ˆ

ψ ∂T , X = ρ∂ ˆ ψ ∂α, a = ∂ ˆ ψ ∂ χφ, b = ∂ ˆ ψ ∂∇ χφ

  • Residual dissipation

Dres = W p − X ˙ α − q T .∇T ≥ 0

The micromorphic approach to plasticity 8/31

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The micromorphic approach (3)

  • Take a simple quadratic potential

ψ(F

∼, T, α, χφ, ∇χφ) = ψ1(F ∼, α, T)+ψ2(e = φ− χφ, ∇χφ, T)

ρψ2 = 1 2Hχ(φ − χφ)2 + 1 2A∇ χφ.∇ χφ a = ρ ∂ψ ∂ χφ = −Hχ(φ − χφ), b = ρ ∂ψ ∂∇ χφ = A∇ χφ

  • Simple form of the partial differential equation (homogeneous,

isothermal...) a = div b = ⇒ χφ − A Hχ ∆ χφ = φ Helmholtz equation with a minus sign and a source term

  • Coupling modulus Hχ and characteristic length of the medium

l2

c = A

Hχ Stability Hχ > 0, A > 0

The micromorphic approach to plasticity 9/31

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Plan

1

The micromorphic approach to plasticity Continuum thermomechanics Full micromorphic and microstrain theories

2

Microstrain gradient plasticity Gradient of plastic microstrain Consistency condition Anisothermal strain gradient plasticity

3

Internal constraint in the micromorphic approach

4

Microdiffusion and phase field approach

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Micromorphic continuum

Micromorphic continuum according to (Eringen and Suhubi, 1964; Mindlin, 1964)

  • Select variable:

φ ≡ F

∼,

χφ ≡ χ

p(i) = σ

∼ : ∇˙

u + a

∼ : ˙

χ

∼ + B ∼

. . .∇ ˙ χ

  • application of the principle of (infinitesimal) material frame

indifference, (infinitesimal) change of observer of rate w

∼:

∇˙ u = ⇒ ∇˙ u + w

∼,

χ

∼ =

⇒ χ

∼ + w ∼

= ⇒ σ

∼ + a ∼ must be symmetric. Rewrite the virtual power:

p(i) = σ

∼ : ˙

ε

∼ + s ∼ : (∇˙

u − ˙ χ

∼) + S ∼

. . .∇ ˙ χ

  • two balance equations:

div (σ

∼ + s ∼) + ρf = 0,

div S

∼ + s = 0

The micromorphic approach to plasticity 11/31

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Microstrain continuum

Microstrain continuum after (Forest and Sievert, 2006)

  • Select

φ ≡ C

∼ = F ∼

T.F

∼,

χφ ≡ χC

∼,

  • r

φ ≡ ε

∼,

χφ ≡ χε

p(i) = σ

∼ : ˙

ε

∼ + a ∼ : χ ˙

ε

∼ + b ∼

. . . ∇

χε

  • Constitutive coupling between macro and microstrain via the

relative strain e

∼ := ε ∼ −χε ∼

ψ(ε

e,

T, α, e

∼ := ε ∼ −χε ∼,

K

∼ := ∇

χε

∼)

  • Take a quadratic potential

a

∼ = Hχe ∼,

b

∼ = A∇

χε

  • Extra–balance equation

χε

∼ − l2

c ∆ χε

∼ = ε ∼,

with l2

c = A

Hχ example: microfoams (Dillard et al., 2006)

The micromorphic approach to plasticity 12/31

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Cosserat continuum

Cosserat continuum φ = R

∼,

χφ ≡ χR

p(i) = σ

s : ˙

ε

∼ − σ ∼

a : ((∇˙

u )a − ˙ R

∼.R ∼

T) + M

∼ : ˙

κ

The micromorphic approach to plasticity 13/31

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Plan

1

The micromorphic approach to plasticity Continuum thermomechanics Full micromorphic and microstrain theories

2

Microstrain gradient plasticity Gradient of plastic microstrain Consistency condition Anisothermal strain gradient plasticity

3

Internal constraint in the micromorphic approach

4

Microdiffusion and phase field approach

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Plan

1

The micromorphic approach to plasticity Continuum thermomechanics Full micromorphic and microstrain theories

2

Microstrain gradient plasticity Gradient of plastic microstrain Consistency condition Anisothermal strain gradient plasticity

3

Internal constraint in the micromorphic approach

4

Microdiffusion and phase field approach

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General scalar microstrain gradient plasticity

  • Classical and generalized plasticity

DOF0 = {u } STATE0 = {ε

e,

p, α} φ ≡ p,

χφ ≡ χp

DOF = {u ,

χp}

STATE = {ε

e,

p, α,

χp,

χp}

  • Extra balance equation

p(i) = σ

∼ : ˙

ε

∼ + a χ ˙

p + b .∇ χ ˙ p, p(c) = t .˙ u + ac χ ˙ p div b − a = 0, ∀x ∈ Ω, b .n = ac, ∀x ∈ ∂Ω

  • State laws

ε

∼ = ε ∼

e + ε

p

σ

∼ = ρ ∂ψ

∂ε

e ,

R = ρ∂ψ ∂p , X = ρ∂ψ ∂α, a = ρ ∂ψ ∂ χp, b = ρ ∂ψ ∂∇ χp

  • Evolution laws

Dres = σ

∼ : ˙

ε

p − R ˙

p − X ˙ α ≥ 0 ˙ ε

p = ˙

λ ∂f ∂σ

, ˙ p = − ˙ λ ∂f ∂R , ˙ α = − ˙ λ ∂f ∂X

Microstrain gradient plasticity 16/31

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Simplified scalar microstrain gradient plasticity

  • Quadratic free energy potential

ρψ(ε

e, p, χp, ∇χp) = 1

e : Λ

≈ : ε ∼

e+1

2Hp2+1 2Hχ(p−χp)2+1 2∇χp.A

∼.∇χp

  • Constitutive equations

σ

∼ = Λ ≈ : ε ∼

e, a = −Hχ(p−χp), b = A

∼.∇χp, R = (H+Hχ)p−Hχχp

  • Substitution of constitutive equation into extra balance

equation

χp − 1

Hχ div (A

∼.∇ χp) = p

  • Homogeneous and isotropic materials

A

∼ = A1 ∼

χp − A

Hχ ∆ χp = p, b.c. ∇ χp.n = ac same partial differential equation as in the implicit gradient–enhanced elastoplasticity with ac = 0 (Engelen et al., 2003)

Microstrain gradient plasticity 17/31

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Link to Aifantis strain gradient plasticity

  • Yield function

f (σ

∼, R) = σeq − σY − R

  • Hardening law

R = ∂ψ ∂p = (H + Hχ)p − Hχ

χp

  • Under plastic loading

σeq = σY + H χp − A(1 + H Hχ )∆ χp compare with Aifantis model (Aifantis, 1987) σeq = σY + R(p) − c2∆p The equivalence is obtained for Hχ = ∞ (internal constraint):

χp ≃ p,

A = c2

Microstrain gradient plasticity 18/31

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Plan

1

The micromorphic approach to plasticity Continuum thermomechanics Full micromorphic and microstrain theories

2

Microstrain gradient plasticity Gradient of plastic microstrain Consistency condition Anisothermal strain gradient plasticity

3

Internal constraint in the micromorphic approach

4

Microdiffusion and phase field approach

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Consistency condition

  • Consistency condition

˙ f = ∂f ∂σ

: ˙ σ

∼ + + ∂f

∂R ˙ R = ∂σeq ∂σ : Λ

≈ : ( ˙

ε

∼ − ˙

ε

p) − ∂R

∂p ˙ p − ∂R ∂ χp

χ ˙

p = 0

  • Plastic multiplier

˙ p = N

∼ : Λ ≈ : ˙

ε

∼ − ∂R

∂ χp

χ ˙

p N

∼ : Λ ≈ : N ∼ + ∂R

∂p , with N

∼ = ∂σeq

∂σ

where ˙ ε

∼ and χ ˙

p are controllable variable.

  • Even though the yield condition can be written as a partial differential

equation, there is no need for a variational formulation of the consistency condition contrary to (M¨ uhlhaus and Aifantis, 1991; Liebe et al., 2001). There is no need for a plastic front tracking technique. The plastic microstrain χp and the generalized traction b .n are continuous across the elastic/plastic domain. Microstrain gradient plasticity 20/31

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Plan

1

The micromorphic approach to plasticity Continuum thermomechanics Full micromorphic and microstrain theories

2

Microstrain gradient plasticity Gradient of plastic microstrain Consistency condition Anisothermal strain gradient plasticity

3

Internal constraint in the micromorphic approach

4

Microdiffusion and phase field approach

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Thermal effects

  • For temperature dependent parameters

a = div b = div (A∇ χp) = A∆ χp + ∂A ∂T ∇T.∇

χp χp − A

Hχ ∆ χp − 1 Hχ ∂A ∂T ∇T.∇ χp = p

  • Consistency condition

˙ p = N

∼ : Λ ≈ : ( ˙

ε

∼ − ˙

ε

th) −

∂R ∂ χp

χ ˙

p − ∂R ∂T ˙ T N

∼ : Λ ≈ : N ∼ + ∂R

∂p

Microstrain gradient plasticity 22/31

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Plan

1

The micromorphic approach to plasticity Continuum thermomechanics Full micromorphic and microstrain theories

2

Microstrain gradient plasticity Gradient of plastic microstrain Consistency condition Anisothermal strain gradient plasticity

3

Internal constraint in the micromorphic approach

4

Microdiffusion and phase field approach

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Internal constraint and gradient of internal variable approach

  • Impose the internal constraint that

χφ ≃ φ

= ⇒ K ≃ ∇φ Then, the generalized stress a becomes a Lagrange multiplier.

  • Examples

⋆ φ ≡ F

∼ second gradient model

(Mindlin, 1965) ⋆ φ ≡ p Aifantis model (Aifantis, 1987; Fleck and Hutchinson, 2001) ⋆ φ ≡ ε

p strain gradient plasticity

(Forest and Sievert, 2003; Gurtin, 2003) p(i) = σ

∼ : ˙

ε

e + s

∼ : ˙

ε

p + S

. . . ˙ ε

p,

div S

∼ = s ∼− σ ∼

dev

The yield condition becomes a PDE (Aifantis, Fleck–Hutchinson, Gurtin): σeq = σY + Hp − A∆p What does the yield criterion become?

  • What do the boundary conditions become?

⋆ For the second gradient theory, intricate b.c. involving surface curvature ⋆ For gradient of plastic strain, S

∼.n = m ∼

Internal constraint in the micromorphic approach 24/31

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Plan

1

The micromorphic approach to plasticity Continuum thermomechanics Full micromorphic and microstrain theories

2

Microstrain gradient plasticity Gradient of plastic microstrain Consistency condition Anisothermal strain gradient plasticity

3

Internal constraint in the micromorphic approach

4

Microdiffusion and phase field approach

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Microdiffusion (1)

Putting Geers’ approach of viscoplasticity and Cahn–Hilliard diffusion within the micromorphic framework (Ubachs et al., 2004)

  • Mass concentration and microconcentration

φ ≡ c,

χφ ≡ χc,

STATE = {c, χc, ∇ χc}

  • Additional power due to microdiffusion (compare: there is no

power produced by classical diffusion!) p(i) = a χ ˙ c + b .∇ χ ˙ c, a = div b , b .n = ac in addition to the balance of mass: ρ˙ c = −div J

  • First and second principles (isothermal for brevity)

ρ˙ ǫ = p(i),

  • V

ρ ˙ η dV ≥

  • V

µJ T dS mass flux J and chemical potential µ ρT ˙ η − div (µJ ) ≥ 0; −ρ ˙ ψ + p(i) − div (µJ ) ≥ 0

Microdiffusion and phase field approach 26/31

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SLIDE 27

Microdiffusion (2)

  • State laws

ρψ(c,

χc,

∇ χc) (a−ρ ∂ψ ∂ χc )χ ˙ c+(b −ρ ∂ψ ∂∇ χc ).∇χ ˙ c+ρ(µ− ∂ψ ∂c )˙ c−J .∇µ ≥ 0 a = ρ ∂ψ ∂ χc , b = ρ ∂ψ ∂∇ χc , µ = ∂ψ ∂c

  • Quadratic potential

ρψ = ρψ0(c) + 1 2Hχ(c − χc)2 + 1 2α∇ χc.∇ χc a = −Hχ(c − χc) = div b = α∆ χc

χc − λ2∆ χc = c,

λ2 = α Hχ µ = ρ∂ψ0 ∂c + Hχ(c − χc)

Microdiffusion and phase field approach 27/31

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SLIDE 28

Relation to Cahn–Hilliard theory

  • Mass concentration

φ ≡ c, STATE = {c, ∇c} p(i) = a˙ c + b .∇ ˙ c, a = div b , b .n = ac in addition to the balance of mass ρ˙ c = −div J (Gurtin, 1996)

  • First and second principles (isothermal for brevity)

ρψ(c, ∇c) ρ˙ ǫ = p(i), −ρ ˙ ψ + p(i) − div (µJ ) ≥ 0 (a + µ − ρ∂ψ ∂c )˙ c + (b − ρ ∂ψ ∂∇c ).∇ ˙ c − J .∇µ ≥ 0 µ = ρ∂ψ ∂c − a, b = ρ ∂ψ ∂∇c

  • Fick’s law

J = −κ∇µ

  • Quadratic potential ρψ = ρψ0(c) + 1

2α∇c.∇c (Cahn and Hilliard, 1958)

µ = ρ∂ψ ∂c − a = ρ∂ψ ∂c − div b = ρ∂ψ ∂c − α∆c ρ˙ c = −div J = κ∆µ = κ∆(ρ∂ψ ∂c − α∆c)

  • Equivalence obtained for χc ≃ c

ρ˙ c = div ∇µ = κ∆(ρ∂ψ0 ∂c + Hχ(c − χc)) = κ∆(ρ∂ψ0 ∂c − α∆ χc) Microdiffusion and phase field approach 28/31

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Phase field approach (1)

The phase field model as presented by (Gurtin, 1996) falls in the micromorphic approach. There are however two differences compared to the previous examples: φ / ∈ STATE0, there is a dissipative part associated with ˙ φ

  • Order parameter φ as additional degree of freedom in addition

to mass concentration; Gurtin assumes that there is a power expenditure by variation of order parameter and its gradient (in contrast to diffusion!) STATE = {c, φ, ∇φ}, p(i) = a ˙ φ + b .∇ ˙ φ

  • Balance of mass, generalized momentum (no volume forces)

and energy ρ˙ c = −div J , div b − a = 0, ρ˙ ǫ = p(i)

  • Exploitation of second principle `

a la Coleman–Noll p(i) − ρ ˙ ψ − div µJ ≥ 0

Microdiffusion and phase field approach 29/31

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SLIDE 30

Phase field approach (2)

  • Exploitation of the second principle (continued)

ρ(µ − ∂ψ ∂c )˙ c + (a − ρ∂ψ ∂φ ) ˙ φ − (b − ρ ∂ψ ∂∇φ).∇ ˙ φ − J .∇µ ≥ 0 ρψ = ρψ0(c, φ) + 1 2α∇φ.∇φ, µ = ∂ψ ∂c =, b = ρ ∂ψ ∂∇φ

  • Accept the dependence a(c, φ, ∇φ, ˙

φ) adis = a − ρ ∂ψ

∂φ

and choose the dissipation potential Ω(∇µ, adis) = 1 2κ∇µ.∇µ + 1 2β (adis)2 J = − ∂Ω ∂∇µ = −κ∇µ, ˙ φ = ∂Ω ∂adis = 1 β adis

  • Ginzburg–Landau (Allen–Cahn) equation

β ˙ φ = adis = a − ρ∂ψ0 ∂φ = div b − ρ∂ψ0 ∂φ = α∆φ − ρ∂ψ0 ∂φ implemented in this way by Kais Ammar (2007)

Microdiffusion and phase field approach 30/31

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SLIDE 31

Conclusions

Why the name “micromorphic approach”?

  • additional degrees of freedom, generally “strain–like”

variables, in the spirit of the full micromorphic continuum by Mindlin and Eringen

  • coupling of macro and micro–quantities through a dependence
  • f the free energy on a relative strain measure e = φ −χφ
  • additional balance equations taking the form of a Helmholtz

equation with source term for a simple choice of the free energy function

  • constrained micromorphic media: strain gradient plasticity

and damage

  • microdiffusion model that can be reduced to Cahn-Hilliard

model

  • applications: finite element simulations of cell–size effects in

metallic foams, Cosserat crystal plasticity, micromorphic crystal cleavage fracture... (Forest et al., 2000; Dillard et al., 2006; Zeghadi et al., 2007)

Microdiffusion and phase field approach 31/31

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Aifantis E.C. (1987). The physics of plastic deformation. International Journal of Plasticity, vol. 3, pp 211–248. Cahn J.W. and Hilliard J.E. (1958). Free energy of a nonuniform system. I. Interfacial free energy. The Journal of Chemical Physics, vol. 28, pp 258–267. Coleman B.D. and Noll W. (1963). The thermodynamics of elastic materials with heat conduction and viscosity.

  • Arch. Rational Mech. and Anal., vol. 13, pp 167–178.

Dillard T., Forest S., and Ienny P. (2006). Micromorphic continuum modelling of the deformation and fracture behaviour of nickel foams. European Journal of Mechanics A/Solids, vol. 25, pp 526–549. Engelen R.A.B., Geers M.G.D., and Baaijens F.P.T. (2003). Nonlocal implicit gradient-enhanced elasto-plasticity for the modelling of softening behaviour. International Journal of Plasticity, vol. 19, pp 403–433. References 31/31

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SLIDE 33

Eringen A.C. and Suhubi E.S. (1964). Nonlinear theory of simple microelastic solids.

  • Int. J. Engng Sci., vol. 2, pp 189–203, 389–404.

Fleck N.A. and Hutchinson J.W. (2001). A reformulation of strain gradient plasticity. Journal of the Mechanics and Physics of Solids, vol. 49, pp 2245–2271. Forest S., Barbe F., and Cailletaud G. (2000). Cosserat Modelling of Size Effects in the Mechanical Behaviour of Polycrystals and Multiphase Materials. International Journal of Solids and Structures, vol. 37, pp 7105–7126. Forest S. and Sievert R. (2003). Elastoviscoplastic constitutive frameworks for generalized continua. Acta Mechanica, vol. 160, pp 71–111. Forest S. and Sievert R. (2006). Nonlinear microstrain theories. International Journal of Solids and Structures, vol. 43, pp 7224–7245. Gurtin M.E. (1996). References 31/31

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SLIDE 34

Generalized Ginzburg–Landau and Cahn–Hilliard equations based on a microforce balance. Physica D, vol. 92, pp 178–192. Gurtin M.E. (2003). On a framework for small–deformation viscoplasticity: free energy, microforces, strain gradients. International Journal of Plasticity, vol. 19, pp 47–90. Liebe T., Steinmann P., and Benallal A. (2001). Theoretical and computational aspects of a thermodynamically consistent framework for geometrically linear gradient damage.

  • Comp. Methods Appli. Mech. Engng, vol. 190, pp 6555–6576.

Mindlin R.D. (1964). Micro–structure in linear elasticity.

  • Arch. Rat. Mech. Anal., vol. 16, pp 51–78.

Mindlin R.D. (1965). Second gradient of strain and surface–tension in linear elasticity.

  • Int. J. Solids Structures, vol. 1, pp 417–438.

References 31/31

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SLIDE 35

Mindlin R.D. and Eshel N.N. (1968). On first strain gradient theories in linear elasticity.

  • Int. J. Solids Structures, vol. 4, pp 109–124.

M¨ uhlhaus H.B. and Aifantis E.C. (1991). A variational principle for gradient plasticity.

  • Int. J. Solids Structures, vol. 28, pp 845–857.

Ubachs R.L.J.M., Schreurs P.J.G., and Geers M.G.D. (2004). A nonlocal diffuse interface model for microstructure evolution of tin–lead solder. Journal of the Mechanics and Physics of Solids, vol. 52, pp 1763–1792. Zeghadi A., Nguyen F., Forest S., Gourgues A.-F., and Bouaziz O. (2007). Ensemble averaging stress–strain fields in polycrystalline aggregates with a constrained surface microstructure–Part 1: Anisotropic elastic behaviour. Philosophical Magazine, vol. 87, pp 1401–1424. Microdiffusion and phase field approach 31/31