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P.H. Diamond WCI Center for Fusion Theory, NFRI, Korea CMTFO and CASS, UCSD, USA 2014 APTWG Cross Phase Evolution and Its Role in ELM Bursts

Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

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Page 1: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

P.H. Diamond

WCI Center for Fusion Theory, NFRI, KoreaCMTFO and CASS, UCSD, USA

2014 APTWG

Cross Phase Evolution and Its Role in ELM Bursts

Page 2: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

2

• Pengwei Xi – PKU, LLNL

X.-Q. Xu – LLNL

See: P.W. Xi, Xu, P.D. – PRL, PoP 2014

• Related work:

T. Rhee – NFRI

J.M. Kwon – NFRI

W.W. Xiao - UCSD, NFRI, SWIP

See: T. Rhee, et. al. PoP 2012

Collaborators

Page 3: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

3

• Xiao-Lan Zou, R. Singh, Todd Evans, Rajesh Mainji,

Sang-Hee Hahn, Michael Leconte, Guilhem Dif-

Pradalier

Acknowledgements

Page 4: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

4

• Not a professional ELM-ologist

• Perspective is theoretical, and focus is on issues in

understanding dynamics

• Perspective is that of a transport theorist

• Aim is to distill elements critical to model building

• Unresolved issues are discussed

Caveat Emptor

Page 5: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

5

Outline

• ELMs

– Conventional wisdom: A Quick Look

– Some physics questions

• Recent Progress:

– cross phase coherence and the origin of bursts

– phase coherence as leverage for ELM mitigation

– a deeper – but incomplete – look at phase dynamics

• Conclusions and Discussion

Page 6: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

6

• ELMs are ~ quasi-periodic relaxation events occurring at edge

pedestal in H-mode plasma

• ELMs– Limit edge pedestal –

– Expel impurities +

– Damage PFC –

• ELMs à a serious concern for ITER

– ΔW ~20%W ~20MJ– /~10 × limit for damage

– ~200

Terra Firma: Conventional Wisdom of ELMs

Page 7: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

7

Terra Firma: Conventional Wisdom of ELMs

• ELM Types– I, II: ↑ as ↑, greatest concern, related to

ideal stability

– III: ↓ as ↑, closer to , unknown à

resistive ??

• Physics– Type I, II ELM onset à ideal stability limit

– i.e. peeling + ballooning

Peeling+

ballooning

Edge kink

Curvature vs bendingmode

+

Pedestal, geometry

Page 8: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

8

• Some relation of ELM character to

collisionality is observed

– Low collisionality à peeling ~ “more

conductive”

– High collisionality à ballooning ~ “more

convective”

• Many basic features of ELMs consistent

with ideal MHD peeling-ballooning theory

• Pedestal perturbation structure resembles

P-B eigen-function structure (?!)

Terra Firma: Conventional Wisdom of ELMs

Page 9: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

9

Some Physics Questions• What IS the ELM? Why is the ELM?

– ELMs single helicity or multi-helicity phenomena?

Relaxation event ↔ pedestal avalanche?, turbulence spreading?

– How and why do actual bursts occur?

Why doesn’t turbulence force ~ oscillations?

– Pedestal turbulence develops during ELM. Thus, how do P-B modes

interact with turbulence? – either ambient or as part of MH

interaction?

– Does, or even should, the linear instability boundary define the actual

ELM threshold?

Page 10: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

10

I) Basic Notions of ELMs:

ELM Bursts and Thresholds as

Consequence of Stochastic Phase Dynamics

Page 11: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

0||2

||||0||||0||0||||||||00 /~ ,~ ,1 , , , ,1 ,// mddffff AJJJJA

BBfBf

Btdtd TTETET ^-Ñ=+=´Ñ=Ñ×+¶=¶¶=Ñ+=Ñ´=Ñ×+¶¶= bbbbVV

÷÷ø

öççè

æÑ+Ñ=

Ñ-Ñ=¶+¶¶

=Ñ×+

¶+Ñ×´+Ñ=

^^

^^

ii

HT

E

i

PenB

nm

AAtA

PdtPd

PJBdtd

~1

0~

~2

2

0

20

||4

0||

2

0||

||

0

2||||,0||||

fv

mh

mhf

vmv

V

κb

11X (m)

Z (m)

Simulation model and equilibrium in BOUT++l 3-field model for nonlinear ELM

simulationsü Including essential physics for the

onset of ELMsPeeling-ballooning instabilityResistivity Hyper-resistivityIon diamagnetic effect

hyper resistivity

Page 12: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

12

Contrast of perturbation evolution (1/5 of the torus)

Linear phase Early nonlinear phase Late nonlinear phasel Single mode: Filamentary structure is generated by linear instability;l Multiple modes: Linear mode structure is disrupted by nonlinear mode interaction

and no filamentary structure appears

Single Mode

Multiple Mode

/

Filaments

Page 13: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

13

Single mode: ELM crash || Multiple modes: P-B turbulence

òò -

=D

=D0

3

03 )(

Pdx

PPdx

WW

ped

pedELM

z

l ELM size larger for SMS

l SMS has longer duration linear phase than MMS

Nonlinear Mode excitation

SMS MMS

(C)

(d)

Page 14: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

Relative Phase (Cross Phase) Dynamics

and Peeling-Ballooning Amplification

Page 15: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

15

Peeling-Ballooning Perturbation Amplification is set by Coherence of Cross-Phase

i.e. schematic P.B. energy equation:

= 2 × ⋅ +∑ , , − ∑ , - dissipation

~ à energy release from ⟨⟩nonlinear mode-modecoupling

NL effects- energy couplings to transfer energy (weak)- response scattering to de-correlate , è regulate drive

à quadratic

à quartic

Page 16: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

16

Growth Regulated by Phase Scattering

Critical element: relative phase = [̂/] à ⟨⟩ à net growth à intensity field à crash?

transfer à dissipation (weak)phase scattering

à phase coherence time

Phase coherence time sets growth

Page 17: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

17

Cross Phase Exhibits Rapid Variation in Multi-Mode Case

• Single mode case à

coherent phase set by

linear growth à rapid

growth to ‘burst’

• Multi-mode case à

phase de-correlated by

mode-mode scattering

à slow growth to

turbulent state

Page 18: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

18

Key Quantity: Phase Correlation Time• Ala’ resonance broadening (Dupree ‘66):

+ ⋅ + ⋅ − = −

è + ⋅ + ⋅ − − ⋅ = 0 + ⋅ + ⋅ + − = −

Relative phase ↔ cross-phase = = Amplitude

Velocity amplitude

Nonlinear scattering

Linear streaming(i.e. shear flow)

Ambient diffusion

Damping by phase fluctuations

NL scattering shearing

Page 19: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

19

Phase Correlation Time• Stochastic advection:

= ⋅ ⋅ + = ∑ • Stochastic advection + sheared flow:

≈ + /• Parallel conduction + diffusion:

≈ ̂ ∥ + /

è Coupling of radial scattering andShearing shortens phase correlation

è Coupling of radial diffusionand conduction shortens phase correlation

Page 20: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

20

What is actually known about fluctuations in relative phase?

• For case of P.-B. turbulence, a broad PDF of phase correlation times is

observed

pdf of

Page 21: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

21

Implications for: i) Bursts vs Turbulence

ii) Threshold

Page 22: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

22

Bursts, Thresholds

• P.-B. turbulence can scatter relative phase and so reduce/limit

growth of P.-B. mode to large amplitude

• Relevant comparison may be:

• Key point: Phase scattering for mode set by ‘background

modes ’ i.e. other P.-B.’s or micro-turbulence

è is the background strong enough??

(linear growth) vs (phase de-correlation rate)

Page 23: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

23

The shape of growth rate spectrum determines burst or turbulence

10ln)()( <nn ctg

îíì

¹<=>

domc

domc

nnnnnnnn

,10ln)()(,10ln)()(

tgtg

P-B turbulence

Isolated ELM crash

Page 24: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

So When Does it Crash?

Page 25: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

25

Modest () Peaking è P.-B. turbulence

22'00 /2 BqRPma -=

Normalized pressure gradient ()

29.2=a

• Evolution of P-B turbulence• No filaments• Weak radial extent

Toro

idal

Radial

Page 26: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

26

Stronger Peaking () è ELM Crash

22'00 /2 BqRPma -=

Normalized pressure gradient

()44.2=a

• ELM crash is triggered• Wide radial extension

Toro

idal

Radial

Page 27: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

Linear criterion for the onset of ELMs > is replaced by the nonlinear criterion > ∼ /

27

• is the critical growth rate which is determined by nonlinear interaction in the background turbulence

• N.B. / - and thus crit - are functionals of () peakedness

cc

c gt

ggt º>Þ>10ln10ln

• Criterion for the onset of ELMs

• Linear limit

0lim >Þ¥® gt c

Page 28: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

Nonlinear Peeling-ballooning model for ELM:

28

Ø < 0: Linear stable region

Ø 0 < < : Turbulent regionPossible ELM-free regimeàSpecial state: EHO, QCM (?!)

Ø > : ELMy region

ü Different regimes depend on both linear instability and the turbulence in the pedestal.

Including relevant linear physics (not only ideal P-B with ∗)Resistivity / Electron inertia /…

à Turbulence can maintain ELM-free states

Page 29: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

29

How can these ideas be exploited

for ELM mitigation and control?

Page 30: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

30

ELMs can be controlled by reducing phase coherence time

RHSB

Ct R =Ñ×

Ñ´+

¶¶ vfv b

• ELMs are determined by the product ;• Reducing the phase coherence time can limit the growth of instability;

• Different turbulence states lead to different phase coherence times and, thus different ELM outcomes

i.e. scan for fixed profiles

Page 31: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

31

• Scattering field

• ‘differential rotation’ in response to à enhanced phase de-correlation

Keys to Knobs:

- ExB shear

- Shaping

- Ambient diffusion

- Collisionality

Mitigation States:

- QH mode, EHO

- RMP

- SMBI

- …

Page 32: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

32

• QH-mode

– enhanced ExB shear à → /– Triangularity strengthens shear via flux compression (Hahm, KHB)

– Enhanced de-correlation restricts growth time

Also:

– Is EHO peeling/kink + reduced ? How maintained?

– ⟨⟩′ works via and N.B. See Bin Gui, Xu; for more on shearing effects

Scenarios

Page 33: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

33

• RMP

– = ̂ ∥ / = + – RMP à ↑ à enhanced de-correlation

or

– Enhanced flow damping à enhanced turbulence à increased (Leconte, P.D., Y. Xu)

• SMBI

– enhanced à reduced ?

and/or

– Disruption of pedestal avalanches?

Scenarios

Page 34: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

34

Phase Dynamic à A Deeper Look

Page 35: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

35

Phase Dynamics in P.-B. Turbulence is INTERESTING

• i.e. usually ∼ − Δ sets phase coherence

time by ~ linear processes à wave propagation and

dispersion

• P.-B. turbulence in strong coupling regime → 0,

if insist on ∗, non-dispersive∴ set by nonlinear dynamics

Page 36: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

36

Phase Dynamics in P.-B. Turbulence is HARD

• Recall:

+ ⋅ ∇ + ⋅ ∇ − ∇ − 2 ∇ ⋅ ∇ = 0 + ⋅ ∇ + ⋅ ∇ + ∇ − ∇ = −

– Turbulent , self-consistency?

– , coupling?

– Vorticity equation, Ohm’s law?

Page 37: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

37

Phase Dynamics in P-B Turbulence is HARD

• For hard problems recall advice of G. Polya in “How to

Solve It”

~ “If you didn’t know how to solve a problem, convert it

to an easier problem you do understand.”

• What familiar paradigm(s) does the phase dynamics

problem resemble?

Page 38: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

38

Paradigms• There are at least 2; both involving phase dynamics:

a) if ignore 2∇ ⋅ ∇/ : + ⋅ ∇ + ⋅ − ∇ = Noiseà scalar evolution with noise

à if ignore feedback on à passive scalar∴ considerable body of insight into pdf[].N.B. Little or no “physics” analysis of passive scalar statistics

with shear flow

Page 39: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

39

A) Scalar

If → 0 + ⋅ ∇ − ∇ = 0– PDF Δ as function r

– Significant deviation from Gaussian

for smaller scales

– Approaches Gaussian at large

scales

– See also large kurtosis Expect strongly non-Gaussian phase statistics

Page 40: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

40

b) If ignore or simplify spatial structure, have synchronization

problem ßà Kuramoto

i.e.

i) Single oscillator = − + + ii) Oscillator lattice, continuum à

, = + ∇ , + ∇ + (extendedKPZ)roughening synchronization

coherencede-coherence

Page 41: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

41

B) Noisy Phase Dynamics ßà Single Oscillator

• Phase slips occur

• Phase slips resemble

cross phase jumps

• Observe– No noise (blue) à phase diffusive, distribution flat

– Weak noise (red) à phase slips occur, distribution narrow

– Strong noise (black) à more phase slips, broader distribution

Page 42: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

42

Note:

à Qualitative consistency of noisy oscillator phase

and P.-B. turbulence cross phase

i.e. slips/jumps occurrence increase with

noise/turbulence level

à in P.-B. turbulence,

– noise multiplicative

– profile evolution introduces another interaction channel.

Page 43: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

43

à Phase Dynamics Problem

Promising but Challenging

Page 44: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

44

Conclusions – Coarse Grained

Page 45: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

45

• ELM phenomena are intrinsically multi-mode and

involve turbulence

• P.-B. growth regulated by phase correlation

à determines crash + filament vs turbulence

• Phase coherence can be exploited for ELM

mitigation

Conclusions

Page 46: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

46

Where to Next?

Page 47: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

47

• Simulations MUST move away from IVP – even if

motivated by experiment – and to dynamic profile

evolution, with:

– sources, sinks i.e. flux drive and particle source essential

– pedestal transport model

– anomalous electron dissipation

i.e. à - what profiles are actually achieved?

- how evolve near P.-B. marginality?

Page 48: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

48

• Should characterize:

– pdf of phase fluctuations, correlation time

– Dependence on control parameters

– Threshold for burst

• Need understand feedback of P.-B. growth on turbulent

hyper-resistivity

• Continue to develop and extend reduced models.

Page 49: Cross Phase Evolution and Its Role in ELM BurstsSang-HeeHahn, Michael Leconte, GuilhemDif-Pradalier Acknowledgements. 4 •Not a professional ELM-ologist •Perspective is theoretical,

49

Some Inflammatory Questions

• Why bother with RMP?

– Focus on ‘self-kinked state’ of QH with EHO.

Is this relevant and reproducible?

• Is SMBI ELM mitigation due:

– phase de-correlation?

– avalanche fragmentation?

à stability of SMBI-mitigated EAST profiles?