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Debye–Waller factor

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Concept in crystallography

TheDebye–Waller factor (DWF), named afterPeter Debye andIvar Waller, is used incondensed matter physics to describe the attenuation ofx-ray scattering or coherentneutron scattering caused by thermal motion.[1][2] It is also called thetemperature factor. Often, "Debye–Waller factor" is used as a generic term that comprises theLamb–Mössbauer factor of incoherent neutron scattering andMössbauer spectroscopy.

The DWF depends on the scattering vectorq. For a givenq, DWF(q)2{\displaystyle ^{2}} gives the fraction ofelastic scattering; 1 – DWF(q)2{\displaystyle ^{2}} correspondingly gives the fraction of inelastic scattering (strictly speaking, this probability interpretation is not true in general[3]). Indiffraction studies, only the elastic scattering is useful; in crystals, it gives rise to distinctBragg reflection peaks. Inelastic scattering events are undesirable as they cause a diffuse background — unless the energies of scattered particles are analysed, in which case they carry valuable information (for instance ininelastic neutron scattering orelectron energy loss spectroscopy).

The basic expression for the DWF is given by

DWF=exp(iqu){\displaystyle {\text{DWF}}=\left\langle \exp \left(i\mathbf {q} \cdot \mathbf {u} \right)\right\rangle }

whereu is the displacement of a scattering center,and{\displaystyle \langle \ldots \rangle } denotes either thermal or time averaging.

Assumingharmonicity of the scattering centers in the material under study, theBoltzmann distribution implies thatqu{\displaystyle \mathbf {q} \cdot \mathbf {u} } isnormally distributed with zero mean. Then, using for example the expression of the correspondingcharacteristic function, the DWF takes the form

DWF=exp([qu]2/2){\displaystyle {\text{DWF}}=\exp \left(-\langle [\mathbf {q} \cdot \mathbf {u} ]^{2}\rangle /2\right)}

Note that although the above reasoning is classical, the same holds in quantum mechanics.

Assuming alsoisotropy of the harmonic potential, one may write

DWF=exp(q2u2/2){\displaystyle {\text{DWF}}=\exp \left(-q^{2}\langle u^{2}\rangle /2\right)}

whereq,u are the magnitudes (or absolute values) of the vectorsq,u respectively, andu2{\displaystyle \langle u^{2}\rangle } is themean squared displacement. In crystallographic publications, values ofU{\displaystyle U} are often given whereU=u2{\displaystyle U=\langle u^{2}\rangle }. Note that if the incident wave has wavelengthλ{\displaystyle \lambda }, and it is elastically scattered by an angle of2θ{\displaystyle 2\theta }, then

q=4πsin(θ)λ{\displaystyle q={\frac {4\pi \sin(\theta )}{\lambda }}}

In the context ofprotein structures, the term B-factor is used. The B-factor is defined as

B=8π2u2{\displaystyle B={8\pi ^{2}}\langle u^{2}\rangle }[4]

It is measured in units ofÅ2.The B-factors can be taken as indicating the relative vibrational motion of different parts of the structure. Atoms with low B-factors belong to a part of the structure that is well ordered. Atoms with large B-factors generally belong to part of the structure that is very flexible. Each ATOM record (PDB file format) of a crystal structure deposited with theProtein Data Bank contains a B-factor for that atom.

Derivation

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Introduction

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Scattering experiments are a common method for learning aboutcrystals. Such experiments typically involve a probe (e.g.X-rays orneutrons) and a crystalline solid. A well-characterized probe propagating towards the crystal may interact and scatter away in a particular manner. Mathematical expressions relating the scattering pattern, properties of the probe, properties of the experimental apparatus, and properties of the crystal then allow one to derive desired features of the crystalline sample.

The following derivation is based on chapter 14 of Simon'sThe Oxford Solid State Basics[5] and on the report Atomic Displacement Parameter Nomenclature by Truebloodet al.[6] (available under#External links). It is recommended to consult these sources for a more explicit discussion. Background on the quantum mechanics involved may be found in Sakurai and Napolitano'sModern Quantum Mechanics.[7]

Scattering experiments often consist of a particle with initialcrystal momentumk{\displaystyle {\vec {k}}} incident on a solid. The particle passes through a potential distributed in space,V(r){\displaystyle V({\vec {r}})}, and exits with crystal momentumk{\displaystyle {\vec {k}}'}. This situation is described byFermi's golden rule, which gives the probability of transition per unit time,Γ(k,k){\displaystyle \Gamma ({\vec {k}}',{\vec {k}})}, to theenergy eigenstateEk{\displaystyle E_{{\vec {k}}'}} from the energy eigenstateEk{\displaystyle E_{\vec {k}}} due to the weak perturbation caused by our potentialV(r){\displaystyle V({\vec {r}})}.

Γ(k,k)=2π|k|V|k|2δ(EkEk){\displaystyle \Gamma ({\vec {k}}',{\vec {k}})={\frac {2\pi }{\hbar }}\left\vert \langle {\vec {k}}'|V|{\vec {k}}\rangle \right\vert ^{2}\delta (E_{{\vec {k}}'}-E_{\vec {k}})}. (1)

By inserting a complete set of position states, then utilizing the plane-wave expression relating position and momentum, we find that the matrix element is simply a Fourier transform of the potential.

k|V|k=1L3d3rV(r)ei(kk)r{\displaystyle \langle {\vec {k}}'|V|{\vec {k}}\rangle ={\frac {1}{L^{3}}}\int d^{3}{\vec {r}}V({\vec {r}})e^{-i({\vec {k}}'-{\vec {k}})\cdot {\vec {r}}}} . (2)

Above, the length of the sample is denoted byL{\displaystyle L}. We now assume that our solid is a periodic crystal with each unit cell labeled by a lattice position vectorR{\displaystyle {\vec {R}}} . Position within a unit cell is given by a vectorx{\displaystyle {\vec {x}}} such that the overall position in the crystal may be expressed asr=R+x{\displaystyle {\vec {r}}={\vec {R}}+{\vec {x}}}. Because of the translational invariance of our unit cells, the potential distribution of every cell is identical andV(x)=V(x+R){\displaystyle V({\vec {x}})=V({\vec {x}}+{\vec {R}})}.

k|V|k=[1L3Rei(kk)R][unitcelld3xV(x)ei(kk)x]{\displaystyle \langle {\vec {k}}'|V|{\vec {k}}\rangle =\left[{\frac {1}{L^{3}}}\sum _{\vec {R}}e^{-i({\vec {k}}'-{\vec {k}})\cdot {\vec {R}}}\right]\left[\int _{unit-cell}d^{3}{\vec {x}}V({\vec {x}})e^{-i({\vec {k}}'-{\vec {k}})\cdot {\vec {x}}}\right]} . (3)

Laue equation

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According to thePoisson summation formula:

ReiκR=(2π)Dvqδ(κq){\displaystyle \sum _{\vec {R}}e^{-i{\vec {\kappa }}\cdot {\vec {R}}}={\frac {(2\pi )^{D}}{v}}\sum _{\vec {q}}\delta ({\vec {\kappa }}-{\vec {q}})} . (4)

q{\displaystyle {\vec {q}}} is areciprocal lattice vector of the periodic potential andv{\displaystyle v} is the volume of itsunit cell. By comparison of (3) and (4), we find that theLaue equation must be satisfied for scattering to occur:

kk=q{\displaystyle {\vec {k}}'-{\vec {k}}={\vec {q}}}. (5)

(5) is a statement of the conservation of crystal momentum. Particles scattered in a crystal experience a change in wave vector equal to a reciprocal lattice vector of the crystal. When they do, the contribution to the matrix element is simply a finite constant. Thus, we find an important link between scattered particles and the scattering crystal. The Laue condition, which states that crystal momentum must be conserved,is equivalent to theBragg conditionmλ=2dsinθ{\displaystyle m\lambda =2d\sin \theta }, which demands constructive interference for scattered particles. Now that we see how the first factor of (3) determines whether or not incident particles are scattered, we consider how the second factor influences scattering.

Structure factor

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The second term on the right hand side of (3) is thestructure factor.

F(q)=unitcelld3xV(x)eiqx{\displaystyle F({\vec {q}})=\int _{unit-cell}d^{3}{\vec {x}}V({\vec {x}})e^{-i{\vec {q}}\cdot {\vec {x}}}} (6)

For a given reciprocal lattice vector (corresponding to a family of lattice planes labeled byMiller indices(hkl){\displaystyle (hkl)}), the intensity of scattered particles is proportional to the square of the structure factor.

I(hkl)|F(hkl)|2{\displaystyle I_{(hkl)}\propto |F_{(hkl)}|^{2}} . (7)

Buried in (6) are detailed aspects of the crystal structure that are worth distinguishing and discussing.

Debye–Waller factor

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Consideration of the structure factor (and our assumption about translational invariance) is complicated by the fact that atoms in the crystal may be displaced from their respective lattice sites. Taking the scattering potential to be proportional to the density of scattering matter, we rewrite the structure factor.

F(q)=d3xρ(x)eiqx{\displaystyle F({\vec {q}})=\int d^{3}{\vec {x}}\langle \rho ({\vec {x}})\rangle e^{-i{\vec {q}}\cdot {\vec {x}}}} . (8)

The integral from here onwards is understood to be taken over the unit cell.ρ(x){\displaystyle \rho ({\vec {x}})} is the density of scattering matter. The angle brackets indicate a temporal average of each unit cell followed by a spatial average over every unit cell. We further assume that each atom is displaced independently of the other atoms.

ρ(x)k=1Nnkd3xkρk(xxk)pk(xkxk0){\displaystyle \langle \rho ({\vec {x}})\rangle \simeq \sum _{k=1}^{N}n_{k}\int d^{3}{\vec {x}}_{k}\rho _{k}({\vec {x}}-{\vec {x}}_{k})p_{k}({\vec {x}}_{k}-{\vec {x}}_{k0})} . (9)

The number of atoms in the unit cell isN{\displaystyle N} and the occupancy factor for atomk{\displaystyle k} isnk{\displaystyle n_{k}}.x{\displaystyle {\vec {x}}} represents the point in the unit cell for which we would like to know the density of scattering matter.ρk(xxk){\displaystyle \rho _{k}({\vec {x}}-{\vec {x}}_{k})} is the density of scattering matter from atomk{\displaystyle k} at a position separated from the nuclear positionxk{\displaystyle {\vec {x}}_{k}} by a vectorxxk{\displaystyle {\vec {x}}-{\vec {x}}_{k}}.pk(xkxk0){\displaystyle p_{k}({\vec {x}}_{k}-{\vec {x}}_{k0})} is the probability density function for displacement.xk0{\displaystyle {\vec {x}}_{k0}} is the reference lattice site from which atomk{\displaystyle k} may be displaced to a new positionxk{\displaystyle {\vec {x}}_{k}}. Ifρk{\displaystyle \rho _{k}} is symmetrical enough (e.g. spherically symmetrical),xk0{\displaystyle {\vec {x}}_{k0}} is simply the mean nuclear position. When considering X-ray scattering, the scattering matter density consists of electron density around the nucleus. For neutron scattering, we haveδ{\displaystyle \delta }-functions weighted by ascattering lengthbk{\displaystyle b_{k}} for the respective nucleus (seeFermi pseudopotential). Note that in the above discussion, we assumed the atoms were not deformable. With this in mind, (9) may be plugged into expression (8) for the structure factor.

F(q)k=1NnkFk(q){\displaystyle F({\vec {q}})\simeq \sum _{k=1}^{N}n_{k}F_{k}({\vec {q}})};Fk(q)=d3x[d3rkρk(xxk)pk(xkxk0)]eiqx{\displaystyle F_{k}({\vec {q}})=\int d^{3}{\vec {x}}\left[\int d^{3}{\vec {r}}_{k}\rho _{k}({\vec {x}}-{\vec {x}}_{k})p_{k}({\vec {x}}_{k}-{\vec {x}}_{k0})\right]e^{-i{\vec {q}}\cdot {\vec {x}}}} . (10)

Now we see the overall structure factor may be represented as a weighted sum of structure factorsFk(q){\displaystyle F_{k}({\vec {q}})} corresponding to each atom. Set the displacement between the location in space for which we would like to know the scattering density and the reference position for the nucleus equal to a new variablet=xxk0{\displaystyle {\vec {t}}={\vec {x}}-{\vec {x}}_{k0}}. Do the same for the displacement between the displaced and reference nuclear positionsu=xkxk0{\displaystyle {\vec {u}}={\vec {x}}_{k}-{\vec {x}}_{k0}}. Substitute into (10).

Fk(q)={d3t[d3uρk(tu)pk(u)]eiqt}eiqxk0{\displaystyle F_{k}({\vec {q}})=\left\{\int d^{3}{\vec {t}}\left[\int d^{3}{\vec {u}}\rho _{k}({\vec {t}}-{\vec {u}})p_{k}({\vec {u}})\right]e^{-i{\vec {q}}\cdot {\vec {t}}}\right\}e^{-i{\vec {q}}\cdot {\vec {x}}_{k0}}} . (11)

Within the square brackets of (11), we convolve the density of scattering matter of atomk{\displaystyle k} with the probability density function for some nuclear displacement. Then, in the curly brackets, we Fourier transform the resulting convolution. The final step is to multiply by a phase depending on the reference (e.g. mean) position of atomk{\displaystyle k}. But, according to theconvolution theorem, Fourier transforming a convolution is the same as multiplying the two Fourier transformed functions. Set the displacement between the location in space for which we would like to know the scattering density and the position for the nucleus equal to a new variablev=xxk=tu{\displaystyle {\vec {v}}={\vec {x}}-{\vec {x}}_{k}={\vec {t}}-{\vec {u}}}.

Fk(q)=[d3vρk(v)eiqv][d3upk(u)eiqu]eiqxk0{\displaystyle F_{k}({\vec {q}})=\left[\int d^{3}{\vec {v}}\rho _{k}({\vec {v}})e^{-i{\vec {q}}\cdot {\vec {v}}}\right]\left[\int d^{3}{\vec {u}}p_{k}({\vec {u}})e^{-i{\vec {q}}\cdot {\vec {u}}}\right]e^{-i{\vec {q}}\cdot {\vec {x}}_{k0}}} . (12)

Substitute (12) into (10).

F(q)=k=1Nnk[d3vρk(v)eiqv][d3upk(u)eiqu]eiqxk0{\displaystyle F({\vec {q}})=\sum _{k=1}^{N}n_{k}\left[\int d^{3}{\vec {v}}\rho _{k}({\vec {v}})e^{-i{\vec {q}}\cdot {\vec {v}}}\right]\left[\int d^{3}{\vec {u}}p_{k}({\vec {u}})e^{-i{\vec {q}}\cdot {\vec {u}}}\right]e^{-i{\vec {q}}\cdot {\vec {x}}_{k0}}} . (13)

That is:

F(q)=k=1Nnkfk(q)Tk(q)eiqxk0{\displaystyle F({\vec {q}})=\sum _{k=1}^{N}n_{k}f_{k}({\vec {q}})T_{k}({\vec {q}})e^{-i{\vec {q}}\cdot {\vec {x}}_{k0}}};fk(q)=d3vρk(v)eiqv{\displaystyle f_{k}({\vec {q}})=\int d^{3}{\vec {v}}\rho _{k}({\vec {v}})e^{-i{\vec {q}}\cdot {\vec {v}}}} ,Tk(q)=d3upk(u)eiqu{\displaystyle T_{k}({\vec {q}})=\int d^{3}{\vec {u}}p_{k}({\vec {u}})e^{-i{\vec {q}}\cdot {\vec {u}}}} . (14)

fk(q){\displaystyle f_{k}({\vec {q}})} is theatomic form factor of the atomk{\displaystyle k}; it determines how the distribution of scattering matter about the nuclear position influences scattering.Tk(q){\displaystyle T_{k}({\vec {q}})} is the atomic Debye–Waller factor; it determines how the propensity for nuclear displacement from the reference lattice position influences scattering. The expression given forDWF{\displaystyle {\text{DWF}}} in the article's opening is different because of the decision to take the lattice or time average.

Anisotropic displacement parameter, U

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A common simplification to (14) is the harmonic approximation, in which the probability density function is modeled as aGaussian. Under this approximation, static displacive disorder is ignored and it is assumed that atomic displacements are determined entirely by motion (alternative models in which the Gaussian approximation is invalid have been considered elsewhere[8]).

p(u)det(U1)(2π)3e12uTU1u{\displaystyle p({\vec {u}})\equiv {\sqrt {\frac {\mathrm {det} ({\mathsf {U^{-1}}})}{(2\pi )^{3}}}}e^{-{\frac {1}{2}}{\vec {u}}^{\mathsf {T}}{\mathsf {U}}^{-1}{\vec {u}}}};uj=13Δξjajaj{\displaystyle {\vec {u}}\equiv \sum _{j=1}^{3}\Delta \xi ^{j}a^{j}{\vec {a}}_{j}};UjlΔξjΔξl{\displaystyle {\mathsf {U}}^{jl}\equiv \langle \Delta \xi ^{j}\Delta \xi ^{l}\rangle }. (15)

We've dropped the atomic index.aj{\displaystyle {\vec {a}}_{j}} belongs to the direct lattice whileaj{\displaystyle {\vec {a}}^{j}} would belong to the reciprocal lattice. By choosing the convenient dimensionless basisajaj{\displaystyle a^{j}{\vec {a}}_{j}}, we guarantee thatΔξj{\displaystyle \Delta \xi ^{j}} will have units of length and describe the displacement. The tensorU{\displaystyle {\mathsf {U}}} in (15) is the anisotropic displacement parameter. With dimension (length)2{\displaystyle ^{2}}, it is associated with mean square displacements. For the mean square displacement along unit vectorn^{\displaystyle {\hat {n}}}, simply taken^TUn^{\displaystyle {\hat {n}}^{\mathsf {T}}{\mathsf {U}}{\hat {n}}}. Related schemes use the parametersβ{\displaystyle \beta } or B rather thanU{\displaystyle {\mathsf {U}}} (see to Truebloodet al.[6] for a more complete discussion). Finally, we can find the relationship between the Debye–Waller factor and the anisotropic displacement parameter.

T(q)=eiqu=e12(qu)2=e12j=13l=13qjajΔξjΔξlalql=e12j=13l=13qjajUjlalql{\displaystyle T({\vec {q}})=\langle e^{-i{\vec {q}}\cdot {\vec {u}}}\rangle =e^{-{\frac {1}{2}}\langle ({\vec {q}}\cdot {\vec {u}})^{2}\rangle }=e^{-{\frac {1}{2}}\sum _{j=1}^{3}\sum _{l=1}^{3}q_{j}a^{j}\langle \Delta \xi ^{j}\Delta \xi ^{l}\rangle a^{l}q_{l}}=e^{-{\frac {1}{2}}\sum _{j=1}^{3}\sum _{l=1}^{3}q_{j}a^{j}{\mathsf {U}}^{jl}a^{l}q_{l}}}. (16)

From equations (7) and (14), the Debye–Waller factorT(q){\displaystyle T({\vec {q}})} contributes to the observed intensity of a diffraction experiment. And based on (16), we see that our anisotropic displacement factorU{\displaystyle {\mathsf {U}}} is responsible for determiningT(q){\displaystyle T({\vec {q}})}. Additionally, (15) shows thatU{\displaystyle {\mathsf {U}}} may be directly related to the probability density functionp{\displaystyle p} for a nuclear displacementu{\displaystyle {\vec {u}}} from the mean position. As a result, it's possible to conduct a scattering experiment on a crystal, fit the resulting spectrum for the various atomicU{\displaystyle {\mathsf {U}}} values, and derive each atom's tendency for nuclear displacement fromp{\displaystyle p}.

Applications

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A 50% probability thermal ellipsoid model of H8Si8O12 constructed with ORTEP-3[9] from a .cif file on ICSD.[10] Analysis following a diffraction experiment consists offitting to the observed spectrum of scattered particles. U may be refined for each distinct atom during the process. For the above 50% probability model,p(u)=0.5{\displaystyle p({\vec {u}})=0.5} in equation (15). This defines a surface of nuclear displacementsu{\displaystyle {\vec {u}}} for each U. Therefore, we expect each ellipsoid to vary depending on the type and environment of its atom. Note that surfaces represent nuclear displacements; thermal ellipsoid models should not be confused with other models (e.g. electron density, Van der Waals radii). Fewer than 28 atoms are displayed due to redundancy from symmetry considerations.

Anisotropic displacement parameters are often useful for visualizing matter. From (15), we may define ellipsoids of constant probability for whichγ=uTUu{\displaystyle \gamma ={\vec {u}}^{\mathsf {T}}{\mathsf {U}}{\vec {u}}}, whereγ{\displaystyle \gamma } is some constant. Such "vibration ellipsoids" have been used to illustrate crystal structures.[9] Alternatively, mean square displacement surfaces alongn^{\displaystyle {\hat {n}}} may be defined byu2n^=n^TUn^{\displaystyle \langle {\vec {u}}^{2}\rangle _{\hat {n}}={\hat {n}}^{\mathsf {T}}{\mathsf {U}}{\hat {n}}}. See the external links "Gallery of ray-traced ORTEP's", "2005 paper by Rowsellet al.", and "2009 paper by Korostelev and Noller" for more images. Anisotropic displacement parameters are also refined in programs (e.g. GSAS-II[11]) to resolve scattering spectra duringRietveld refinement.

The B-factor can also be used to analyze radiation damage caused by theX-ray crystallography process. Localized radiation damage tends to show up as an increase in B-factor of particular "damaged" atoms as the atoms are allowed to move around due to radiation causing chemical changes. By comparing the B-factors of damage-prone atoms (aspartate/glutamate side-chain oxygen atoms) and non-damage-prone atoms, an estimate can be made about the degree of radiation damage present.[12]

References

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  1. ^Debye, Peter (1913)."Interferenz von Röntgenstrahlen und Wärmebewegung".Annalen der Physik (in German).348 (1):49–92.Bibcode:1913AnP...348...49D.doi:10.1002/andp.19133480105.
  2. ^Waller, Ivar (1923). "Zur Frage der Einwirkung der Wärmebewegung auf die Interferenz von Röntgenstrahlen".Zeitschrift für Physik A (in German).17 (1):398–408.Bibcode:1923ZPhy...17..398W.doi:10.1007/BF01328696.S2CID 121962265.
  3. ^Lipkin, Harry (2004). "Physics of Debye-Waller Factors".arXiv:cond-mat/0405023v1.
  4. ^Bahar, Ivet; Atilgan, Ali Rana; Erman, Burak (1997). "Direct evaluation of thermal fluctuations in proteins using a single-parameter harmonic potential".Folding and Design.2 (3):173–181.doi:10.1016/S1359-0278(97)00024-2.PMID 9218955.
  5. ^Simon, Steven H. (2013-06-20).The Oxford Solid State Basics. OUP Oxford.ISBN 9780199680771.OCLC 1038069097.
  6. ^abTrueblood, K. N.; Bürgi, H. B.; Burzlaff, H.; Dunitz, J. D.; Gramaccioli, C. M.; Schulz, H. H.; Shmueli, U.; Abrahams, S. C. (1996-09-01)."Atomic Displacement Parameter Nomenclature. Report of a Subcommittee on Atomic Displacement Parameter Nomenclature".Acta Crystallographica Section A.52 (5):770–781.Bibcode:1996AcCrA..52..770T.doi:10.1107/s0108767396005697.ISSN 0108-7673.
  7. ^Sakurai, J. J.; Napolitano, Jim (2017-09-21).Modern Quantum Mechanics. Cambridge University Press.doi:10.1017/9781108499996.ISBN 9781108499996.
  8. ^"3. Beyond the Gaussian Approximation".ww1.iucr.org. Retrieved2019-05-15.
  9. ^abBurnett, M. N.; Johnson, C. K. (1996-07-01).ORTEP-III: Oak Ridge Thermal Ellipsoid Plot Program for crystal structure illustrations (Report).doi:10.2172/369685.OSTI 369685.
  10. ^Törnroos, K. W. (1994-11-15). "Octahydridosilasesquioxane determined by neutron diffraction".Acta Crystallographica Section C.50 (11):1646–1648.Bibcode:1994AcCrC..50.1646T.doi:10.1107/S0108270194005342.
  11. ^"Help for GSAS-II".subversion.xray.aps.anl.gov. Retrieved2019-04-30.
  12. ^Shelley, Kathryn L.; Garman, Elspeth F. (14 March 2022)."Quantifying and comparing radiation damage in the Protein Data Bank".Nature Communications.13 (1) 1314.Bibcode:2022NatCo..13.1314S.doi:10.1038/s41467-022-28934-0.PMC 8921271.PMID 35288575.

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