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MIT OpenCourseWare http://ocw.mit.edu
3.021J / 1.021J / 10.333J / 18.361J / 22.00J Introduction to Modeling and Simulation Markus Buehler, Spring 2008
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1.021/3.021/10.333/18.361/22.00 Introduction to Modeling and Simulation
Part II - lecture 6
Atomistic and molecular methods
2
Content overviewLectures 2-10February/March
Lectures 11-19March/April
Lectures 20-27April/May
I. Continuum methods1. Discrete modeling of simple physical systems:
Equilibrium, Dynamic, Eigenvalue problems2. Continuum modeling approaches, Weighted residual (Galerkin) methods,
Variational formulations3. Linear elasticity: Review of basic equations,
Weak formulation: the principle of virtual work, Numerical discretization: the finite element method
II. Atomistic and molecular methods1. Introduction to molecular dynamics2. Basic statistical mechanics, molecular dynamics, Monte Carlo3. Interatomic potentials4. Visualization, examples5. Thermodynamics as bridge between the scales6. Mechanical properties – how things fail7. Multi-scale modeling8. Biological systems (simulation in biophysics) – how proteins work and
how to model them
III. Quantum mechanical methods1. It’s A Quantum World: The Theory of Quantum Mechanics2. Quantum Mechanics: Practice Makes Perfect3. The Many-Body Problem: From Many-Body to Single-Particle4. Quantum modeling of materials5. From Atoms to Solids6. Basic properties of materials7. Advanced properties of materials8. What else can we do?
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Overview: Material covered Lecture 1: Introduction to atomistic modeling (multi-scale modeling paradigm, difference between continuum and atomistic approach, case study: diffusion)
Lecture 2: Basic statistical mechanics (property calculation: microscopic states vs. macroscopic properties, ensembles, probability density and partition function, solution techniques: Monte Carlo and molecular dynamics)
Lecture 3: Basic molecular dynamics (advanced property calculation, chemical interactions)
Lecture 4: Interatomic potential and force field (pair potentials, fitting procedure, force calculation, multi-body potentials-metals/EAM & applications, neighbor lists, periodic BCs, how to apply BCs)
Lecture 5: Interatomic potential and force field (cont’d) (organic force fields, bond order force fields-chemical reactions, additional algorithms (NVT, NPT), application: mechanical properties –basic introduction)
Lecture 6: Application to mechanics of materials-brittle materials (significance of fractures/flaws, brittle versus ductile behavior [motivating example], basic deformation mechanisms in brittle fracture, theory, case study: supersonic fracture (example for model building); case study: fracture of silicon (hybrid model), modeling approaches: brittle-pair potential/ReaxFF, applied to silicon
Lecture 7: Application to mechanics of materials-ductile materials (dislocation mechanisms), case study: failure of copper nanocrystal
Lecture 8: Review session
Lecture 9: QUIZ
4
II. Atomistic and molecular methods
Lecture 6: Application to mechanics of materials-brittle materials
Outline:1. Brittle versus ductile materials2. Basic deformation mechanism in brittle materials: crack extension3. Atomistic modeling studies of fracture
3.1 Physical properties of atomic lattices 3.2 Supersonic/subsonic dynamic fracture3.3 Reactive potential/hybrid models (introduction)
Goal of today’s lecture: Learn basics in mechanics of materials, focused on deformation &fracture & understand the role of flaws, defects in controlling material properties Learn basics in fracture of brittle materialsLearn atomistic modeling approaches, include concept of “model materials” and reactive force field, multi-paradigm modeling approachToday’s lecture prepares you to carry out MD simulations of fracture using two modeling approaches (problem set 2)
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1. Brittle versus ductile materials
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Tensile test of a wire
Brittle Ductile
Strain
Stre
ss
BrittleDuctile
Necking
Figure by MIT OpenCourseWare. Figure by MIT OpenCourseWare.
7
Ductile versus brittle materials
Difficultto deform,breaks easily
Easy to deformhard to break
BRITTLE DUCTILE
Glass Polymers Ice...
Shear load
Copper, Gold
Figure by MIT OpenCourseWare.
8Griffith, Irwine and others: Failure initiates at defects, such as cracks, or grain boundaries with reduced traction, nano-voids, other imperfections
Deformation of materials:Nothing is perfect, and flaws or cracks matter
Failure of materials initiates at cracks
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SEM picture of material: nothing is perfect
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Significance of material flaws
Image removed due to copyright restrictions.Please see: Fig. 1.3 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
Stress concentrators: local stress >> global stress
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“Macro, global”
“Micro (nano), local”
)(rσ r
Deformation of materials:Nothing is perfect, and flaws or cracks matter
Griffith, Irwine and others: Failure initiates at defects, such as cracks, or grain boundaries with reduced traction, nano-voids, other imperfections
Failure of materials initiates at cracks
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Cracks feature a singular stress field, with singularity at the tip of the crack
rr 1~)(σ
:IK
stress tensor
Stress intensity factor (function of geometry)
σxy
σrθσrr
σθθ
σxx
σyy
r
x
y
θ
Figure by MIT OpenCourseWare.
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Crack extension: brittle response
Large stresses lead to rupture of chemicalbonds between atoms
Thus, crack extends
Image removed due to copyright restrictions.Please see: Fig. 1.4 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
Figure by MIT OpenCourseWare.
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Lattice shearing: ductile response
Instead of crack extension, induce shearing of atomic latticeDue to large shear stresses at crack tipLecture 7
Figures by MIT OpenCourseWare.
τ
τ
τ
τ
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Brittle vs. ductile material behavior
Whether a material is ductile or brittle depends on the material’s propensity to undergo shear at the crack tip, or to break atomic bonds that leads to crack extension
Intimately linked to the atomic structure and atomic bonding
Related to temperature (activated process); some mechanism are easier accessible under higher/lower temperature
Many materials show a propensity towards brittleness at low temperature
Molecular dynamics is a quite suitable tool to study these mechanisms, that is, to find out what makes materials brittle orductile
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Historical example: significance of brittle vs. ductile fracture
Liberty ships: cargo ships built in the U.S. during World War II (during 1930s and 40s)Eighteen U.S. shipyards built 2,751 Liberties between 1941 and 1945Early Liberty ships suffered hull and deck cracks, and several were lost to such structural defects
Twelve ships, including three of the 2710 Liberties built, broke in half without warning, including the SS John P. Gaines (sank 24 November 1943)
Constance Tipper of Cambridge University demonstrated that the fractures were initiated by the grade of steel used which suffered from embrittlement. She discovered that the ships in the North Atlantic were exposed to temperatures that could fall below a critical point when the mechanism of failure changed from ductile to brittle, and thus the hull could fracture relatively easily.
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Liberty ships: brittle failure
Courtesy of the U.S. Navy.
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2. Basic deformation mechanism in brittle materials: crack extension
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Introduction: brittle fracture
Materials: glass, silicon, many ceramics, rocks
At large loads, rather than accommodating a shape change, materials break
Image removed due to copyright restrictions.Photo of broken glass.
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Science of fracture: model geometry
Typically consider a single crack in a crystalRemotely applied mechanical loadFollowing discussion focused on single cracks and their behavior
remote load
remote load
a
Figure by MIT OpenCourseWare.
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Brittle fracture loading conditionsCommonly consider a single crack in a material geometry, under three types of loading: mode I, mode II and mode III
Tensile load, focus of this lecture
Mode I Mode II Mode III
Tensile load, focus of this lecture
Figure by MIT OpenCourseWare.
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Brittle fracture mechanisms: fracture is a multi-scale phenomenon, from nano to macro
Image removed due to copyright restrictions.Please see: Fig. 6.2 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
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Focus of this part
Basic fracture process: dissipation of elastic energy
Fracture initiation, that is, at what applied load to fractures initiate
Fracture dynamics, that is, how fast can fracture propagate in material
Basic fracture process: dissipation of elastic energy
Image removed due to copyright restrictions.Please see: Fig. 6.5 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
Undeformed Stretching=store elastic energy Release elastic energydissipated into breaking chemical bonds 24
25
Elasticity = reversible deformation
Please also see: Fig. 3.1 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
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Continuum description of fractureFracture is a dissipative process in which elastic energy is dissipated to break bonds (and to heat at large crack speeds)Energy to break bonds = surface energy γs (energy necessary to create new surface, dimensions: energy/area, Nm/m2)
aBs~2γ=
!Ba
E~
21 2
ξσ=
change of elastic energy energy to create surfaces
sEG γξσ 2
2
2
==
ξγσ Es4
=
E
2
21 σ
σ
ε
Figure by MIT OpenCourseWare.
a~
(1)(2)
a
δa
~
a~
"Relaxed"element
"Strained"element
ξ
a
σ
σ (1)(2)
27
Griffith condition for fracture initiationEnergy release rate, that is, the elastic energy released per unit crack advance must be equal or larger than the energy necessary to create new surfaces
Provides criterion to predict failure initiation
Calculation of G can be complex, but straightforward for thin strips as shown above
Approach to calculate G based on “stress intensity factor” (see further literature, e.g. Broberg, Anderson, Freund, Tada)
28
Brittle fracture mechanisms
Once nucleated, cracks in brittle materials spread rapidly, on the order of sound speeds
Sound speeds in materials (=wave speeds):
Rayleigh-wave speed cR (speed of surface waves)shear wave speed cs (speed of shear waves)longitudinal wave speed cl (speed of longitudinal waves)
Maximum speeds of cracks is given by sound speeds, depending on mode of loading (mode I, II, III)
Linear elastic continuum theory
29
Sound speeds in materials: overview
Wave speeds are calculated based on elastic properties of material
μ = shear modulus μ3/8=E E8/3=μ
30
Limiting speeds of cracks: linear elastic continuum theory
• Cracks can not exceed the limiting speed given by the corresponding wave speeds unless material behavior is nonlinear• Cracks that exceed limiting speed would produce energy (physically impossible - linear elastic continuum theory)
Images removed due to copyright restrictions.Please see: Fig. 6.56 and 6.90 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
31
Physical reason for crack limiting speedPhysical (mathematical) reason for the limiting speed is that it becomes increasingly difficult to increase the speed of the crack by adding a larger loadWhen the crack approaches the limiting speed, the resistance to fracture diverges to infinity
Image removed due to copyright restrictions.Please see: Fig. 6.15 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
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Linear versus nonlinear elasticity=hyperelasticity
Linear elasticity: Young’s modulus (stiffness) does not changewith deformationNonlinear elasticity = hyperelasticity: Young’s modulus (stiffness) changes with deformation
Images removed due to copyright restrictions.Please see: Fig. 6.35b in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
33
Subsonic and supersonic fracture
Under certain conditions, material nonlinearities (that is, the behavior of materials under large deformation = hyperelasticity)becomes important
This can lead to different limiting speeds than described by the model introduced above
Deformation field near a crack
rr 1~)(σ
Images removed due to copyright restrictions.Please see: Fig. 6.35a and 6.49 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
34
Limiting speeds of cracks
• Under presence of hyperelastic effects, cracks can exceed the conventional barrier given by the wave speeds• This is a “local” effect due to enhancement of energy flux• Subsonic fracture due to local softening, that is, reduction of energy flux
Images removed due to copyright restrictions.Please see: Fig. 6.56 and 6.90 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
35
Stiffening vs. softening behavior
Increased/decreased wave speed
Images removed due to copyright restrictions.Please see: Fig. 6.35b in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
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Energy flux reduction/enhancement
Energy flux related to wave speed: high local wave speed, high energy flux,crack can move faster (and reverse for low local wave speed)
Buehler et al., Nature, 2003
Images removed due to copyright restrictions.Please see: Fig. 6.109 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
37
Summary: atomistic mechanisms of brittle fracture
Brittle fracture – rapid spreading of a small initial crack
Cracks initiate based on Griffith condition G = 2γs
Cracks spread on the order of sound speeds (km/sec for many brittle materials)
Cracks have a maximum speed, which is given by characteristic sound speeds for different loading conditions)
Maximum speed can be altered if material is strongly nonlinear, leading to supersonic or subsonic fracture
38
3. Atomistic modeling studies of fracture
39
Model building - reviewMike Ashby (Cambridge University):
A model is an idealization. Its relationship to the real problem is like that of the map of the London tube trains to the real tube systems: a gross simplification, but one that captures certain essentials.
“Physical situation” “Model”
Image removed due to copyright restrictions.Map of the real Boston subway system and
surrounding areas.
Image removed due to copyright restrictions.Simplified map of the subway system used
at MBTA.com.
40
Model building - review
Mike Ashby (Cambridge University):
The map misrepresents distances and directions, but it elegantlydisplays the connectivity.
The quality or usefulness in a model is measured by its ability to capture the governing physical features of the problem. All successful models unashamedly distort the inessentials in order to capture the features that really matter.
At worst, a model is a concise description of a body of data. At best, it captures the essential physics of the problem, it illuminates the principles that underline the key observations, and it predicts behavior under conditions which have not yet been studied.
41
A “simple” atomistic model: geometry
Pair potential to describe atomic interactionsConfine crack to a 1D path (weak fracture layer): Define a pair potentialwhose bonds never break (bulk) and a potential whose bonds break
200 )(
21 rrk −=φ
⎪⎪⎩
⎪⎪⎨
⎧
≥−
<−=
break2
0break0
break2
00
)(21
)(21
rrrrk
rrrrkφ
X
YV
31/2rora
Iy
Ix
Weak fracture layer
bond can
y (store energy) 2D triangular (hexagonal) lattice
break
elasticit
stable configuration of pair potential
42
Harmonic and harmonic bond snapping potential
Image removed due to copyright restrictions.Please see: Fig. 4.6 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
1φ = k ( )2
2 0 r − r0
⎧1 k 2
⎪⎪ 0(r − r0 ) r < r2 break
φ = ⎨⎪1 k ( )2
⎩2 0 rbreak − r0 r ≥ r⎪ break
43
3.1 Physical properties of atomic lattices
How to calculate elastic properties and fracture surface energy – parameters to link with continuum
theory of fracture
44
Energy approach to elasticity
1st law of thermodynamics (TD)
2nd law of TDChange in entropy is always greater or equal than the entropy supplied in form of heat; difference is due to internal dissipation
Dissipation rate
Dissipation rate after considering 1st law of TD:
or
45
Energy approach to elasticity
Elastic deformation:
Assume only internal energy change
Expand equation dU/dt = dU/dx dx/dt
Therefore:
With strain energy density:
46
Cauchy-Born rule
Concept: Express potential energy U for a atomistic representative volume element (RVE) as a function of applied strain
Impose macroscopic deformation gradient on atomistic volume element, then calculate atomic stress – this corresponds to the macroscopic stress
Strictly valid only far away from defects in periodic lattice (homogeneous deformation, perfect lattice, amorphous solid-average)
Allows direct link of potential to macroscopic continuum elasticity
ΩΩ
=Φ ∫Ω
dU ijij
0
)(1)(0
εε
:)( ijU ε potential energy of RVE as function of ijε:0Ω volume of RVE
47
1D example: Cauchy-Born rule
Impose homogeneous strain field on 1D string of atomsThen obtain from thatklijklij c εσ =
))1((1)(1)( 000
rDr
rDr
⋅+⋅
=⋅
=Φ εφφε
Dr ⋅0 atomic volume
Strain energy densityfunction
interatomicpotential
out-of-plane area
0)1( rr ⋅+= ε
Image removed due to copyright restrictions.Please see: Fig. 4.1 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
48
2D hexagonal lattice
( )222'' )(32383
xyyxyyyyxxxx εεεεεεφ ++++=Φ ΩΩ
=Φ ∫Ω
dU ijij
0
)(1)(0
εε
r2
[010]
[100]
y
x
r2 r2
r2
r1r1
r2
r2 r2
r2
r1r1
Figure by MIT OpenCourseWare.
49
2D triangular lattice, LJ potential
ε = 1σ = 1
12:6 LJ potential
5
4
3
2
1
0 0
00
5
4
3
2
1
0 0
�
� �
�
00
�
�
[ ] (x) S [ ] (y)
0.1 0.2
0.1 0.2
0.1 0.2
20
40
60
80
Strain xx
Stre
ss
Stre
ss
Strain xx
0.1 0.2
20
40
60
80
Strain yy
Strain yy
Tangent modulus Exx
Strain in 100 -direction train in 010 -direction
Tangent modulus Eyy
LJ Solid Harmonic Solid Poisson ratio LJ solid
Figure by MIT OpenCourseWare.
r2
[010]
[100]
y
x
r2 r2
r2
r1r1
r2
r2 r2
r2
r1r1
Figure by MIT OpenCourseWare.
2D triangular lattice, harmonic potential
Figure by MIT OpenCourseWare.
00
σ xx,
σyy
, and
νx,
νy
1
2
3
4
0.02 0.04Strain
Stress vs. Strain and Poisson Ratio
0.06 0.08
Stress σxxPoisson ratio νx
Poisson ratio νy
Stress σyy
025
E x, E
y
30
35
40
45
50
0.02 0.04Strain
Tangent Modulus
0.06 0.08
ExEy
Elastic properties of the triangular lattice with harmonic interactions, stress versus strain (left) and tangent moduli Ex and Ey (right). The stress state is uniaxial tension, that is the stress in the direction orthogonal to the loading is relaxed and zero.
51
Elastic properties
Enables to calculate wave speeds:
52
Surface energy calculation
Note: out-of-plane unity thickness
Harmonic potential with bond snapping distance rbreak
31/2ro
ro
fracture plane
fracture plane
x
y
Figure by MIT OpenCourseWare.
3.2 Atomistic modeling of supersonic/subsonic dynamic fracture
Focus: effects of material nonlinearities (reflected in choice of model)
Please see: Buehler, Markus J., Farid F. Abraham, and Huajian Gao. "Hyperelasticity Governs Dynamic Fracture at a Critical Length Scale." Nature 426 (November 13, 2003): 141-146, and 53Buehler, Markus J., and Huajian Gao. "Dynamical Fracture Instabilities Due To Hyperelasticity at Crack Tips." Nature 439 (January 19, 2006): 307-310.
54
Coordinate system and atomistic model
Pair potential to describe atomic interactionsConfine crack to a 1D path (weak fracture layer)
X
YV
31/2rora
Iy
Ix
Weak fracture layer
Figure by MIT OpenCourseWare.
1
MD model development: biharmonic potential
Polymers, rubber
Metals
• Stiffness change under deformation, with different strength
• Atomic bonds break at critical atomic separation
• Want: simple set of parameters that control these properties (as few as possible, to gain generic insight)
56
Biharmonic potential – control parameters
Images removed due to copyright restrictions.Please see: Fig. 4.10 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
57
Biharmonic potential definition
58
Energy filtering: visualization approach
Only plot atoms associated with higher energyEnables determination of crack tip (atoms at surface have higherenergy, as they have fewer neighbors than atoms in the bulk)
∑=
=N
jiji rU
1
)( φEnergy of atom i
Image removed due to copyright restrictions.Please see: Fig. 2.39 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
59
a (t)
v(t)=da/dt
crack speed=time derivative of a
MD simulation results: confirms linear continuum theory
0 100 200 300 400 500 600
500
1000
1500
2000
2500
0Rel
ativ
e cr
ack
exte
nsio
n ∆
a
0 100 200 300 400 500 600
1
2
3
4
5
6
0
Tip
spee
d V
t
Nondimensional time t
Figure by MIT OpenCourseWare.
60
Virial stress field around a crack
Images removed due to copyright restrictions.Please see: Fig. 6.30 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
61
Virial stress field around a crack
Hoop or opening stress
Maximum principal stress
σ 1
0.5
1
1.5
00 50
θ100 150
v/cr = 0
0.2σ xx
0.4
0.6v/cr = 0
0
0 50θ
100 150
Continuum theoryMD modeling
σ XY
v/cr = 0
0-0.2
-0.1
0.1
0.2
0
50θ
100 150
0.2σ yy
0.4
0.6
v/cr = 0
0
0 50θ
100 150
σ θ
0.2
0.4
0.6
v/cr = 0
0
0 50 100 150θ
Figures by MIT OpenCourseWare.
62
Biharmonic potential – bilinear elasticity
Images removed due to copyright restrictions.Please see: Fig. 4.11 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
63
Subsonic fractureSoftening material behavior leads to subsonic fracture, that is, the crack can never attain its theoretical limiting speedMaterials: metals, ceramics
< 3.4 = cR
64
Supersonic fractureStiffening material behavior leads to subsonic fracture, that is, the crack can exceed its theoretical limiting speedMaterials: polymers
> 3.4 = cR
65
Harmonic system
66
Physical basis for subsonic/supersonic fracture
Changes in energy flow at the crack tip due to changes in local wave speed (energy flux higher in materials with higher wave speed)
Controlled by a characteristic length scale χ
Image removed due to copyright restrictions.Please see: Fig. 6.38 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
67
0.7
0.9
1.1
1.3
1.5
1.7
1.12 1.13 1.14 1.15 1.16 1.17 1.18 1.19 1.2
k2/k1=1/4k2/k1=1/2k2/k1=2k2/k1=3k2/k1=4
Different ratios of spring constants
Stiffening and softening effect: Increase or reduction of crack speed
ron
Shear wave speed
Intersonic fracture
Sub-Rayleigh fracture
Reduced crack speed c/cR
Softening
Stiffening
68
Supersonic fracture: mode II (shear)
69
Hyperelasticity and dynamic fracture
Concept of “speed of sound” in dynamic fracture must be carefully defined
Sound speed under zero load only relevant under certain conditions
Sound speed under large load (due to hyperelastic effects, that is, a change in elastic stiffness) may become relevant:
Governing effect of local properties at crack tip, leads to subsonic/supersonic fracture
Buehler, M. J., F. F. Abraham, H. Gao. "Hyperelasticity Governs Dynamic Fracture at a Critical Length Scale."Nature 426 (2003): 141-146.
70
3.3 Reactive potential/hybrid models (introduction)
Focus: model particular fracture properties of silicon (chemically complex material)
71
Concept: concurrent multi-paradigm simulations
ReaxFF
FE (c
ontin
uum
)
Organic phase
Inorganic phase
nonreactiveatomistic
nonreactiveatomistic
• Multi-paradigm approach: combine different computational methods (different resolution, accuracy..) in a single computational domain
• Decomposition of domainbased on suitability of different approaches
• Example: concurrent FE-atomistic-ReaxFF scheme in a crack problem (crack tip treated by ReaxFF) and an interface problem (interface treated by ReaxFF).
Interfaces (oxidation, grain boundaries,..)
Crack tips, defects (dislocations)
72
Concurrent multi-paradigm simulations:link nanoscale to macroscale
73
Simulation Geometry: Cracking in Silicon
• Consider a crack in a silicon crystal under mode I loading.
• Periodic boundary conditions in the z-direction (corresponding to a plane strain case).
Image removed due to copyright restrictions.Please see: Fig. 2 in Buehler, Markus J, et al. "Multiparadigm Modeling of Dynamical Crack Propagationin Silicon Using a Reactive Force Field." Physical Review Letters 96 (2006): 095505.orFig. 6.95 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
74TersoffReaxFF
• Use multi-paradigm scheme that combines the Tersoff potential and ReaxFF
• ReaxFF region is moving with the crack tip
Fracture of silicon single crystals
Reactive region is moving with crack tip(110) crack surface, 10 % strain
Image removed due to copyright restrictions.Please see: Fig. 4a in Buehler, Markus J, et al. "Multiparadigm Modeling of Dynamical Crack Propagationin Silicon Using a Reactive Force Field." Physical Review Letters 96 (2006): 095505.orFig. 6.97 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
75
Cracking in Silicon: Hybrid model versusTersoff based model
Conclusion: Pure Tersoff can not describe correct crack dynamics
Image removed due to copyright restrictions.Please see: Fig. 3a,b in Buehler, Markus J, et al. "Multiparadigm Modeling of Dynamical Crack Propagationin Silicon Using a Reactive Force Field." Physical Review Letters 96 (2006): 095505.orFig. 6.96 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
76
Quantitative comparison w/ experiment
Image removed due to copyright restrictions.Please see: Fig. 1c in Buehler, M., et al. "Threshold Crack Speed Controls Dynamical Fracture of Silicon Single Crystals."Physical Review Letters 99 (2007): 165502.orFig. 6.99b in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
77
Crack dynamics
Image removed due to copyright restrictions.Please see: Fig. 2 in Buehler, M., et al. "Threshold Crack Speed Controls Dynamical Fracture of Silicon Single Crystals."Physical Review Letters 99 (2007): 165502.orFig. 6.102 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
78
Atomistic fracture mechanism
Image removed due to copyright restrictions.Please see: Fig. 3 in Buehler, M., et al. "Threshold Crack Speed Controls Dynamical Fracture of Silicon Single Crystals."Physical Review Letters 99 (2007): 165502.orFig. 6.104 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.
79
Fracture initiation and instabilities
80
Shear (mode II) loading: Crack branchingTensile (mode I) loading: Straight cracking
Fracture mechanism: tensile vs. shear loading
Mode I Mode II
Images removed due to copyright restrictions.
Please see figures in Buehler, M.J., A. Cohen, and D. Sen. “Multi-paradigm modeling of fracture of a silicon single crystal under mode II shear loading.” Journal
of Algorithms and Computational Technology 2 (2008): 203-221.
Image removed due to copyright restrictions. Please see: Fig. 6.106 in Buehler, Markus J. Atomistic Modeling of Materials Failure. New York, NY: Springer, 2008.