EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA...

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NEUTRON GRATING INTERFEROMETRY PART II QUANTITATIVE DFI Alexander Backs [email protected]

Transcript of EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA...

Page 1: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

NEUTRON GRATING INTERFEROMETRY PART II

QUANTITATIVE DFI

Alexander Backs [email protected]

Page 2: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Dark Field Images

10.07.2017 - Combining Neutron Scattering and Imaging to Investigate Domain Structures in Superconductors- [email protected]

nGI reveals scattering

• from small structures (~ μm)

• under very small angles

What does that mean exactly ?

Page 3: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Quantitative DFI: Size Matters

• varying particle diameter • constant volume fraction

• constant absorbtion • varying DFI value

Polysterene Colloids in Solution

Particle Size (μm)

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T. Reimann et al., J.Appl.Cryst. (2016)

Page 4: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Origin of the DFI

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Model Case: One Single Scattering Angle

without sample:

𝑉𝑜𝑏 = cos 𝑥

Page 5: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Origin of the DFI

without sample:

𝑉𝑜𝑏 = cos 𝑥

with sample:

𝑉𝑠 =1

2cos 𝑥 + 𝜗 +

1

2cos(𝑥 − 𝜗)

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Model Case: One Single Scattering Angle

Page 6: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Origin of the DFI

𝜗 = ξ𝐺𝐼𝑞𝑥 ξ𝐺𝐼 = λ𝐿𝑠,𝑒𝑓𝑓

𝑝2

𝑉𝑠 = cos 𝑥 cos(ξ𝐺𝐼𝑞𝑥)

𝐷𝐹𝐼 =𝑉𝑠𝑉𝑜𝑏

= cos ξ𝐺𝐼𝑞𝑥

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Model Case: One Single Scattering Angle

without sample:

𝑉𝑜𝑏 = cos 𝑥

with sample:

𝑉𝑠 =1

2cos 𝑥 + 𝜗 +

1

2cos(𝑥 − 𝜗)

Page 7: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Origin of the DFI

Real Case: Distribution of Scattering Angles

𝐷𝐹𝐼 = 𝑆 𝑞𝑥 cos ξ𝐺𝐼𝑞𝑥 𝑑𝑞𝑥

𝐷𝐹𝐼 = cos ξ𝐺𝐼𝑞𝑥

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Page 8: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Origin of the DFI

Real Case: Distribution of Scattering Angles

𝐷𝐹𝐼 = 𝑆 𝑞𝑥 cos ξ𝐺𝐼𝑞𝑥 𝑑𝑞𝑥

𝐷𝐹𝐼 = cos ξ𝐺𝐼𝑞𝑥

What defines 𝐒 𝐪𝐱 ?

𝑆 𝑞𝑥 “probability of scattering a neutron with a certain momentum transfer 𝑞𝑥 “

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Page 9: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

S qx : A Bit of Scattering Theory

𝑑σ(𝑞)

𝑑Ω=

neutrons scattered into 𝑑Ω

incomingneutronsperunitarea

𝑑Ω

Reciprocal Space: the differential cattering cross section (looking at momenum)

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Page 10: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

S qx : A Bit of Scattering Theory

𝑑σ(𝑞)

𝑑Ω=

neutrons scattered into 𝑑Ω

incomingneutronsperunitarea

𝑑Ω

Reciprocal Space: the differential cattering cross section (looking at momenum)

Real space: the pair correlation function (looking at space coordinates)

γ(𝑟) = Δρ 𝑅 Δρ 𝑅 + 𝑟 𝑑𝑅

𝑉

γ(𝑟)

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Distribution of scsattering strength

Page 11: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

S qx : A Bit of Scattering Theory

𝑑σ(𝑞)

𝑑Ω=

neutrons scattered into 𝑑Ω

incomingneutronsperunitarea

𝑑Ω

Reciprocal Space: the differential cattering cross section (looking at momenum)

Real space: the pair correlation function (looking at space coordinates)

γ(𝑟) = Δρ 𝑅 Δρ 𝑅 + 𝑟 𝑑𝑅

𝑉

γ(𝑟)

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Distribution of scsattering strength

fourier transformation

Page 12: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

𝑑σ

𝑑Ω

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S qx : Reducing the Dimensions

Step 1: no scattering along the beam direction 𝑞𝑧 = 0

𝑑σ(𝑞)

𝑑Ω→𝑑σ(𝑞𝑥, 𝑞𝑦 , 0)

𝑑Ω

𝐺(𝑥, 𝑦) = 𝛾(𝑥, 𝑦, 𝑧)𝑑𝑧

Page 13: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

𝑑σ(𝑞)

𝑑Ω→𝑑σ(𝑞𝑥, 𝑞𝑦 , 0)

𝑑Ω

𝐺(𝑥, 𝑦) = 𝛾(𝑥, 𝑦, 𝑧)𝑑𝑧

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S qx : Reducing the Dimensions

Step 1: no scattering along the beam direction

𝑞𝑦 = −∞ → +∞

𝐺 𝑥, 𝑦 → 𝐺(𝑥, 0)

𝑑σ(𝑞𝑥)

𝑑Ω𝑠𝑙𝑖𝑡

= 𝑑σ(𝑞𝑥 , 𝑞𝑦 , 0)

𝑑Ω𝑑𝑞𝑦

Step 2: projection along the grating lines

𝑞𝑧 = 0

𝑑𝑞𝑦

𝑑σ

𝑑Ω

Page 14: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Quantitative DFI: The Formula

𝐷𝐹𝐼 = 𝑆 𝑞𝑥 cos ξ𝐺𝐼𝑞𝑥 𝑑𝑞𝑥

𝑆 𝑞𝑥 ≈𝑑σ(𝑞𝑥)

𝑑Ω𝑠𝑙𝑖𝑡

𝑞𝑧 = 0 𝑞𝑦 = −∞ → +∞

Reciprocal Space:

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T. Reimann, Ph.D. Thesis (2016)

Page 15: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Quantitative DFI: The Formula

𝐷𝐹𝐼 = 𝑆 𝑞𝑥 cos ξ𝐺𝐼𝑞𝑥 𝑑𝑞𝑥

𝑆 𝑞𝑥 ≈𝑑σ(𝑞𝑥)

𝑑Ω𝑠𝑙𝑖𝑡

𝑞𝑧 = 0 𝑞𝑦 = −∞ → +∞

Reciprocal Space:

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T. Reimann, Ph.D. Thesis (2016)

𝐷𝐹𝐼 = 𝑒𝑥𝑝 Σ𝑡𝐺(ξ𝐺𝐼)

𝐺(0)− 1

Σ = Δρ 2λ2Φ𝑣𝐺(0)

γ(0)

ξ𝐺𝐼

Total scattering crossection

Real Space:

sample thickness 𝑡

nGI correlation length ξ𝐺𝐼

Page 16: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

A Simple Example: Hard Spheres

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Pair Correlation Function

Polysterene Colloids in Solution

Page 17: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

A Simple Example: Hard Spheres

γ(𝑥, 𝑦, 𝑧)

calculate:

𝐺(𝑥, 𝑦)

𝐺(𝑥, 0)

𝑑σ(𝑞𝑥, 𝑞𝑦 , 𝑞𝑧)

𝑑Ω

𝑑σ(𝑞𝑥, 𝑞𝑦 , 0)

𝑑Ω

𝑑σ(𝑞𝑥)

𝑑Ω𝑠𝑙𝑖𝑡

fourier transform:

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Real Space Reciprocal Space

Pair Correlation Function

Polysterene Colloids in Solution

Page 18: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Polysterene Colloids in Water

Real Space: Pair Correlation function

Reciprocal Space: Scattering cross section

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T. Reimann et al., J.Appl.Cryst. (2016)

Page 19: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Polysterene Colloids in Water

𝐷𝐹𝐼 = 𝑒𝑥𝑝 Σ𝑡𝐺(ξ𝐺𝐼)

𝐺(0)− 1

𝑹 dependence: • G = 𝐺(𝑅) • Σ = Σ(𝑅)

λ dependence: • ξ𝐺𝐼 = ξ𝐺𝐼(λ)

• Σ = Σ(λ)

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T. Reimann et al., J.Appl.Cryst. (2016)

Page 20: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

DFI depends only on one value of the pair correlation function

More information can be gained by:

Changing G

Different particle sizes

𝐺(ξ𝐺𝐼)

Only possible in rare cases

Possibilities and Restrictions

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Page 21: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

DFI depends only on one value of the pair correlation function

More information can be gained by:

Changing ξ𝑮𝑰

Change the setup or

Sample position

Changing G

Different particle sizes

𝐺(ξ𝐺𝐼)

Various geometric constraints

Tedious callibrations

Only possible in rare cases

Possibilities and Restrictions

29.08.2017 - IAEA workshop AUNIRA - [email protected]

Page 22: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

DFI depends only on one value of the pair correlation function

More information can be gained by:

Changing ξ𝑮𝑰

Change the setup or

Sample position Vary the wavelength

Changing G

Different particle sizes

𝐺(ξ𝐺𝐼)

Only a small range is accessible

Only possible in rare cases

Possibilities and Restrictions

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Various geometric constraints

Tedious callibrations

Page 23: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Inhomogeneous Scattering

𝑑𝑞𝑦

𝑑σ

𝑑Ω

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homogenious inhomogenious

𝑑𝑞𝑦

𝑑σ

𝑑Ω

Page 24: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Inhomogeneous Scattering

𝑑𝑞𝑦

𝑑σ

𝑑Ω

𝑑𝑞𝑦

Rotate sample

Rotate gratings

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𝑑σ(𝑞𝑥)

𝑑Ω 𝑠𝑙𝑖𝑡depends on the relative orientation of sample and gratings

homogenious inhomogenious

𝑑𝑞𝑦

𝑑σ

𝑑Ω

Page 25: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Inhomogeneous Scattering

𝑑𝑞𝑦

𝑑σ

𝑑Ω

𝑑𝑞𝑦

Rotate sample

Rotate gratings

𝐷𝐹𝐼(ω) = 𝑒𝑥𝑝 Σ𝑡𝐺(ξ𝐺𝐼 cos ω ,−ξ𝐺𝐼sin(ω))

𝐺(0)− 1

29.08.2017 - IAEA workshop AUNIRA - [email protected]

𝑑σ(𝑞𝑥)

𝑑Ω 𝑠𝑙𝑖𝑡depends on the relative orientation of sample and gratings

homogenious inhomogenious

𝑑𝑞𝑦

𝑑σ

𝑑Ω

Page 26: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Anisotropic scattering in Brass

Extrusion Moulded Brass: anisotropic • production • crystallites • scattering

DFI

29.08.2017 - IAEA workshop AUNIRA - [email protected]

T. Neuwirth, Master Thesis (2017)

Page 27: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Anisotropic scattering in Brass

𝐷𝐹𝐼(ω) = 𝑒𝑥𝑝 −ξ𝐺𝐼2σ𝑥2 + σ𝑦

2 − σ𝑥2 𝑠𝑖𝑛2 ω− φ σ𝑎𝑛 = σ𝑥

2 − σ𝑦2

Bi gaussian scattering cross section

Different distribution of crystallite size in x and y direction

𝝈𝒙𝟐 𝝈𝒚

𝟐

29.08.2017 - IAEA workshop AUNIRA - [email protected]

T. Neuwirth, Master Thesis (2017)

Page 28: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Anisotropic scattering in Brass

𝝈𝒂𝒏 𝝋

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𝐷𝐹𝐼(ω) = 𝑒𝑥𝑝 −ξ𝐺𝐼2σ𝑥2 + σ𝑦

2 − σ𝑥2 𝑠𝑖𝑛2 ω− φ σ𝑎𝑛 = σ𝑥

2 − σ𝑦2

Bi gaussian scattering cross section

Different distribution of crystallite size in x and y direction

T. Neuwirth, Master Thesis (2017)

Page 29: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Anisotropic scattering in Brass

𝑫𝑭𝑰(𝝎)

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𝐷𝐹𝐼(ω) = 𝑒𝑥𝑝 −ξ𝐺𝐼2σ𝑥2 + σ𝑦

2 − σ𝑥2 𝑠𝑖𝑛2 ω− φ σ𝑎𝑛 = σ𝑥

2 − σ𝑦2

Bi gaussian scattering cross section

Different distribution of crystallite size in x and y direction

T. Neuwirth, Master Thesis (2017)

Page 30: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Magnetic Domains in Superconductors

Normal Conductor Superconductor

low field high field

𝑩 𝑩 𝑩

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Meissner state Schubnikov state

Page 31: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

Magnetic Domains in Superconductors

Normal Conductor Superconductor

low field high field

𝑩 𝑩 𝑩

𝑩⊙

flux line lattice intermediate mixed state

29.08.2017 - IAEA workshop AUNIRA - [email protected]

E. H. Brandt & M. P. Das, J. Supercond. Nov. Magn. (2011) U. Essmann & H. Träuble, Phys. Lett. A (1967)

Page 32: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

The Intermediate Mixed State in Niobium

B = 40mT

Field Cooling into the IMS

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What changes? • domain size • domain density • scattering contrast

Page 33: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

The Intermediate Mixed State in Niobium

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Supression of the IMS

Additional field enters the sample • IMS in the center • FLL at the edge • pinning along crystal axes

Heterogeneous Phase transition T. Reimann, Ph.D Thesis (2016)

Page 34: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

From USANS to nGI

𝐺(𝑥, 0)

𝑑σ(𝑞𝑥)

𝑑Ω𝑠𝑙𝑖𝑡

𝐷𝐹𝐼 = 𝑒𝑥𝑝 Σ𝑡𝐺(ξ𝐺𝐼)

𝐺(0)− 1

USANS Measurement

Pair Correlation Function

DFI Signal

T. Reimann, Ph.D Thesis (2016)

29.08.2017 - IAEA workshop AUNIRA - [email protected]

Page 35: EUTRON GRATING INTERFEROMETRY PART II · 1 2 cos +𝜗+ 1 2 cos ( −𝜗) 29.08.2017 - IAEA workshop AUNIRA - alexander.backs@frm2.tum.de Model Case: One Single Scattering Angle

From USANS to nGI

Magnetic Field Scan Wavelength Scan

Domain size changes (USANS result)

Probedξ𝐺𝐼 changes

T. Reimann, Ph.D Thesis (2016)

29.08.2017 - IAEA workshop AUNIRA - [email protected]