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Supplemental Information: Phonons and Elasticity of Cementite through the Curie Temperature L. Mauger, 1 J. E. Herriman, 1 O. Hellman, 1 S. J. Tracy, 1 M. S. Lucas, 2 J. A. Mu˜ noz, 1 Yuming Xiao, 3 J. Li, 4 and B. Fultz 1 1 California Institute of Technology, W. M. Keck Laboratory 138-78, Pasadena, CA 91125, USA 2 Air Force Research Laboratory, Wright-Patterson AFB, OH 45433, USA 3 HPCAT, Geophysical Laboratory, Carnegie Institute of Washington, Argonne, IL 60439, USA 4 Department of Earth and Environmental Sciences, University of Michigan, Ann Arbor, MI, USA (Dated: September 5, 2016) I. STRUCTURE OF CEMENTITE Cementite has an orthorhombic structure with the Pnma space group, containing 12 iron atoms and 4 car- bon atoms per unit cell. The Fe atoms occupy two dis- tinct sites on the lattice, with eight Fe II atoms occupying the general site (8d), and four Fe I occupying the spe- cial site (4c). The carbon atoms also occupy a 4c site, with prismatically coordinated positions between the Fe atoms. The lattice parameters of our Fe 3 C sample were ex- tracted from x-ray diffraction measurement conducted using a laboratory Cu Kα source, shown in Fig. 1. The refined XRD pattern included MgO peaks which were remnants of the MgO capsule used in the high-pressure, high-temperature synthesis 1 . The experimental and computed equilibrium lattice parameters from this study are compared with other liter- ature values in Table I. The lattice parameters calculated Table I. Unit cell parameters of cementite from various exper- imental and computational studies. Source a ( ˚ A) b ( ˚ A) c ( ˚ A) Method this study 5.0429 6.7028 4.4816 PAW/PBE Jiang 3 5.04 6.72 4.48 PAW/PBE Dick 4 5.035 6.716 4.480 PAW/PBE Nikolussi 5 5.036 6.724 4.480 PAW/PBE Haeglund 6 5.089 6.743 4.523 LMTO this study 5.084(1) 6.751(1) 4.518(1) Exp. (300K) Wood 7 5.081 6.753 4.515 Exp. (300K) Gao 8 5.0814 6.751 4.516 Exp. (300K) Wood 7 5.082 6.733 4.512 Exp. (4K) by DFT are in good agreement with the exception of the b lattice parameter, which appears slightly lower than previously reported results. The lattice positions of each of the unique crystal sites are shown in Table II. The cal- culated and experimentally-determined lattice sites are also in close agreement with previous results. Each Fe atom has a C atom first-nearest neighbor co- ordination shell, and an Fe atom second-nearest neigh- bor shell. The first-nearest neighbor carbon shells have similar interatomic distances for both Fe I and Fe II sites. The second-nearest neighbor coordination shells of Fe II sites had a smaller average bond length than the second- Table II. Unit cell parameters of the unique crystallographic sites in cementite from experiment and computation in frac- tional coordinates. Method FeI x,y,z FeII x,y,z C x,y,z PAW/PBE 0.036,0.250,0.837 0.176,0.068,0.332 0.877,0.250,0.438 PAW/PBE 3 0.036,0.250,0.837 0.176,0.068,0.332 0.876,0.250,0.438 300K Exp. 0.035,0.250,0.838 0.185,0.059,0.334 0.898,0.250,0.447 300K Exp. 7 0.035,0.250,0.838 0.185,0.059,0.334 0.898,0.250,0.447 nearest neighbor coordination shells of the Fe I sites. The Fe II atoms have the shortest Fe-Fe interatomic distances, aligned along the b-axis. Our computed local structure agrees with that reported by Fasiska et al. 9 II. SELF-CONSISTENT CALCULATION OF ELASTIC CONSTANTS FROM FORCE CONSTANTS We have calculated elastic constants by a novel self- consistent method. This method solves for the elastic constants of a system by direct comparison to calculated phonon frequencies at low q generated from DFT force constant calculations. The availability of this alternative is important because only the on-diagonal elements of a system’s elastic matrix (in Voigt notation, elements C ij ) are well-defined by the Christoffel equations. The self-consistent method relies on calculations of the dynamical matrix D(q), built from interatomic force constants, and an analogous A(q), built from elastic constants. 10 The eigenvalues of A(q) define the acous- tic branches at a given q point, and therefore can be mapped to a subset of the spectrum of D(q), which de- fines both acoustic and optical phonon branches of a non- monoatomic crystal lattice. To calculate the elastic constants C ij self-consistently, the first calculation of A(q) is seeded with values of C ij calculated from the Born-Huang relations. 10 The A(q) is then iteratively refined from the reference spectrum provided by D(q) and the eigenvectors of the previous iteration for A(q) until the spectrum of A(q) converges to the values provided by D(q).

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Page 1: Supplemental Information: Phonons and Elasticity of ...Cementite has an orthorhombic structure with the Pnma space group, containing 12 iron atoms and 4 car-bon atoms per unit cell

Supplemental Information: Phonons and Elasticity of Cementite through the CurieTemperature

L. Mauger,1 J. E. Herriman,1 O. Hellman,1 S. J. Tracy,1 M.

S. Lucas,2 J. A. Munoz,1 Yuming Xiao,3 J. Li,4 and B. Fultz1

1California Institute of Technology, W. M. Keck Laboratory 138-78, Pasadena, CA 91125, USA2Air Force Research Laboratory, Wright-Patterson AFB, OH 45433, USA

3HPCAT, Geophysical Laboratory, Carnegie Institute of Washington, Argonne, IL 60439, USA4Department of Earth and Environmental Sciences, University of Michigan, Ann Arbor, MI, USA

(Dated: September 5, 2016)

I. STRUCTURE OF CEMENTITE

Cementite has an orthorhombic structure with thePnma space group, containing 12 iron atoms and 4 car-bon atoms per unit cell. The Fe atoms occupy two dis-tinct sites on the lattice, with eight FeII atoms occupyingthe general site (8d), and four FeI occupying the spe-cial site (4c). The carbon atoms also occupy a 4c site,with prismatically coordinated positions between the Featoms.

The lattice parameters of our Fe3C sample were ex-tracted from x-ray diffraction measurement conductedusing a laboratory Cu Kα source, shown in Fig. 1. Therefined XRD pattern included MgO peaks which wereremnants of the MgO capsule used in the high-pressure,high-temperature synthesis1.

The experimental and computed equilibrium latticeparameters from this study are compared with other liter-ature values in Table I. The lattice parameters calculated

Table I. Unit cell parameters of cementite from various exper-imental and computational studies.

Source a (A) b (A) c (A) Method

this study 5.0429 6.7028 4.4816 PAW/PBEJiang3 5.04 6.72 4.48 PAW/PBEDick4 5.035 6.716 4.480 PAW/PBE

Nikolussi5 5.036 6.724 4.480 PAW/PBEHaeglund6 5.089 6.743 4.523 LMTO

this study 5.084(1) 6.751(1) 4.518(1) Exp. (300K)Wood7 5.081 6.753 4.515 Exp. (300K)Gao8 5.0814 6.751 4.516 Exp. (300K)

Wood7 5.082 6.733 4.512 Exp. (4K)

by DFT are in good agreement with the exception of theb lattice parameter, which appears slightly lower thanpreviously reported results. The lattice positions of eachof the unique crystal sites are shown in Table II. The cal-culated and experimentally-determined lattice sites arealso in close agreement with previous results.

Each Fe atom has a C atom first-nearest neighbor co-ordination shell, and an Fe atom second-nearest neigh-bor shell. The first-nearest neighbor carbon shells havesimilar interatomic distances for both FeI and FeII sites.The second-nearest neighbor coordination shells of FeIIsites had a smaller average bond length than the second-

Table II. Unit cell parameters of the unique crystallographicsites in cementite from experiment and computation in frac-tional coordinates.Method FeI x,y,z FeII x,y,z C x,y,z

PAW/PBE 0.036,0.250,0.837 0.176,0.068,0.332 0.877,0.250,0.438PAW/PBE3 0.036,0.250,0.837 0.176,0.068,0.332 0.876,0.250,0.438

300K Exp. 0.035,0.250,0.838 0.185,0.059,0.334 0.898,0.250,0.447300K Exp.7 0.035,0.250,0.838 0.185,0.059,0.334 0.898,0.250,0.447

nearest neighbor coordination shells of the FeI sites. TheFeII atoms have the shortest Fe-Fe interatomic distances,aligned along the b-axis. Our computed local structureagrees with that reported by Fasiska et al.9

II. SELF-CONSISTENT CALCULATION OFELASTIC CONSTANTS FROM FORCE

CONSTANTS

We have calculated elastic constants by a novel self-consistent method. This method solves for the elasticconstants of a system by direct comparison to calculatedphonon frequencies at low q generated from DFT forceconstant calculations. The availability of this alternativeis important because only the on-diagonal elements of asystem’s elastic matrix (in Voigt notation, elements Cij)are well-defined by the Christoffel equations.

The self-consistent method relies on calculations ofthe dynamical matrix D(q), built from interatomic forceconstants, and an analogous A(q), built from elasticconstants.10 The eigenvalues of A(q) define the acous-tic branches at a given q point, and therefore can bemapped to a subset of the spectrum of D(q), which de-fines both acoustic and optical phonon branches of a non-monoatomic crystal lattice.

To calculate the elastic constants Cij self-consistently,the first calculation of A(q) is seeded with values of Cijcalculated from the Born-Huang relations.10 The A(q)is then iteratively refined from the reference spectrumprovided by D(q) and the eigenvectors of the previousiteration for A(q) until the spectrum of A(q) convergesto the values provided by D(q).

Page 2: Supplemental Information: Phonons and Elasticity of ...Cementite has an orthorhombic structure with the Pnma space group, containing 12 iron atoms and 4 car-bon atoms per unit cell

2

Figure 1. (Color online) Powder x-ray diffraction pattern of the Fe3C collected on a Cu Kα laboratory source (red), analyzedusing Rietveld refinement methods (black)2, with the difference offset below (green). The refinement included MgO impuritypeaks (remnants of the synthesis capsule) which were used as an internal calibrant.

A. Background for the Self-Consistent Method

The relationship between elastic constants and forceconstants is well defined for long wavelengths by theBorn-Huang relations.10 These relationships can also beunderstood by relating the dynamical matrix D(q), builtfrom force constants, to an analogous matrix A(q), builtfrom elastic constants.

The release of an inhomogeneous stress on a crystaltriggers elastic displacements described by Fourier com-ponents

u(x) = u(q) exp (i [q · x− ω(q)t]) (1)

such that

ρω2(q)u(q) = A(q)u(q) (2)

where ρ is the density of the crystal and ω is a frequencycorresponding to one of the three acoustic branches atpoint q. The expression for elements of A(q) is

Aαβ(q) =∑γλ

Cαγ,βλqγqλ (3)

Equation 2 takes on a form similar to

ω2(q)U(q) = D(q)U(q) (4)

which results from the following trial solution to theequations of motion for a system of N atoms

(l

k

)=

1√mk

Uα (k|q) exp (i [q · x(l)− ω(q)t]) (5)

For these equations, the 3N × 3N matrix D(q) is de-fined by

D(q) =

D(

q11

)... D

(q1n

)... ... ...

D(

qn1

)... D

(qnn

) (6)

D( q

kk′

)=

Dxx

(qkk′

)Dxy

(qkk′

)Dxz

(qkk′

)Dyx

(qkk′

)Dyy

(qkk′

)Dyz

(qkk′

)Dzx

(qkk′

)Dzy

(qkk′

)Dzz

(qkk′

) (7)

Dαβ

( q

kk′

)=

1√mkmk′

p∑l′=1

φαβ

(l, l′

k, k′

)× exp (iq · [x(l′)− x(l)])

(8)

B. Description of the method

Our self-consistent method relies on solution of theelastic constants from a set of matrices A(q) definedfor a set of points q, sampled uniformly in a region ofthe Brillouin zone near the Γ point. To determine A(q)accurately, an estimate of the elastic constants is madeusing the Born-Huang relations, allowing for an initialconstruction of A(q). The matrices A(q) are thenprogressively refined using the the spectra of the corre-sponding set D(q) in conjunction with the eigenvectorsof A(q).

The steps are:

1. Estimate the elastic constants Cαγ,βλ using theBorn-Huang relations and the force constants ob-tained from phonon calculations.

Page 3: Supplemental Information: Phonons and Elasticity of ...Cementite has an orthorhombic structure with the Pnma space group, containing 12 iron atoms and 4 car-bon atoms per unit cell

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2. For a set of points q, construct a set of matricesA(q) using estimates for the elastic constants.

3. Calculate the eigenvalues and eigenvectors of eachmatrix in A(q).

4. Using the force constants obtained from phononcalculations, construct the matrix D(q) for eachof the points in q, used in step 2, and calculateits eigenvalues.

5. For each value of q, calculate the eigenvalues of thecorresponding matrices A(q) and D(q). Select thesubset of eigenvalues of D(q) that correspond tothe eigenvalues of A(q).

6. For each value of q, calculate a refined version ofthe matrix A(q) by using a modified factorizationof A(q) such that

A(q)refined = uρΩu−1 (9)

where u is a matrix containing the eigenvectors,u, of A(q), ρ is the density, and Ω is a diago-nal matrix containing the eigenvalues of D(q) thatcorrespond to those of A(q).

7. Calculate the elastic constants Cαγ,βλ|1 ≤α, β, γ, λ ≤ 3 from the refined set of matricesA(q).

8. Repeat steps 2 through 6 until the elastic constantshave converged.

III. SYNCHROTRON EXPERIMENTS

High-temperature nuclear resonant inelastic x-rayscattering (NRIXS) measurements were performed in twoindependent sets to verify the anomalous elevated tem-perature behavior of ferromagnetic Fe3C. Additionally aseparate ambient temperature powder measurement (la-beled 297K in manuscript Fig. 2) was collected for com-parison at room temperature. The phonon partial DOSmeasurements from manuscript Fig. 2 are separated intothe two sets of sequential measurements in Fig.2 and Fig.3 below.

Nuclear forwarding scattering (NFS) measurementswere collected at several temperatures immediately priorto NRIXS scans, as shown in Fig. 4. These spectraexhibit a clear magnetic beat pattern at 300K, similarto previous NFS measurements of Fe3C8,11,12. The NFSspectra no longer exhibit a magnetic beating pattern at463K, suggesting a loss of net magnetization at and abovethis temperature.

14K H2013L105K H2013L232K H2013L294K H2013L375K H2013L423K H2013L463K H2013L500K H2013L550K H2013L600K H2013L

0 20 40 60 80

Energy HmeVLD

OS

H1m

eVL

Figure 2. (Color online) NRIXS measurements of Fe3C atseveral temperatures. The spectra below 295K were collectedin a Be dome cryostat. The spectra at and above 295K werecollected in series using the NRIXS furnace.

295K H2014L330K H2014L365K H2014L410K H2014L444K H2014L480K H2014L

0 20 40 60 80

Energy HmeVL

DO

SH1

meV

L

Figure 3. (Color online) NRIXS measurements of Fe3C atseveral temperatures. These spectra were collected in seriesusing the NRIXS furnace.

Page 4: Supplemental Information: Phonons and Elasticity of ...Cementite has an orthorhombic structure with the Pnma space group, containing 12 iron atoms and 4 car-bon atoms per unit cell

4

294K

375K423K

463K500K

550K

600K

20 40 60 80 100 120

Delay HnsL

Log

@counts

D

Figure 4. (Color online) Nuclear forward scattering measure-ments of Fe3C at several temperatures. The spectra are dis-played using a log scale, and offset for clarity.

Table III. The total vibrational entropy calculated fromNRIXS Fe pDOS and DFT C pDOS.

Temperature (K) Total Svib kB/atom

14 0.003 ± 0.000105 0.744 ± 0.001232 2.205 ± 0.002294 2.786 ± 0.004295 2.783 ± 0.004297 2.794 ± 0.004330 3.088 ± 0.005365 3.351 ± 0.007375 3.429 ± 0.008410 3.658 ± 0.009423 3.745 ± 0.010444 3.880 ± 0.011463 4.007 ± 0.012480 4.113 ± 0.013500 4.238 ± 0.014550 4.520 ± 0.016600 4.792 ± 0.019

IV. TOTAL VIBRATIONAL ENTROPY

Total vibrational entropy of cementite can be calcu-lated by summing SFe

vib(T ) from NRIXS with SCvib(T )

from calculations. The values provided in Table III in-clude a harmonic SC

vib(T ) contribution calculated fromthe 0K DFT C pDOS. The errors provided encapsulateboth the calculated quasiharmonic and anharmonic Cphonon shifts, which contribute approximately 0.01 kBper atom at TC and oppose each other in sign.

The vibrational entropy values in Table III differ fromthe quasi-harmonic DFT study of Dick, et al.4 by around0.17kB/atom at TC. This disparity is mostly due tothe fact that reported DFT phonon energies of Fe3C areabout 5.5% higher than experimentally observed phononenergies, which were used in this largely experimentalassessment of the entropy.

V. ELECTRONIC DOS

The electron density of states (eDOS) calculated forcementite at 0K is shown in Fig 5, with the elec-tronic contributions resolved into their orbital charac-ters. The eDOS projected onto the carbon site lacksd-electron character, as expected. The carbon site elec-tron DOS shows a large, deeply bound concentration ofp-electrons below the Fermi surface, similar to findingsfrom Khmelevskyi, et. al.3,13 This is contrary to thesimple suggestion that the thermal expansion anomalyin Fe3C might be explained by how carbon atoms donatetheir conduction electrons, increasing the Fe valence tolevels comparable to the FeNi invar composition. TheFeII majority site eDOS has a larger concentration of elec-trons at the Fermi level than the minority FeI site. TheFeII majority site has a large d-electron feature at ener-gies just below the Fermi level. The high temperatureeDOS at 400K shows no major change in features, asidefrom a general thermal smoothing. At 400K, the FeII sitehas a larger increase in electrons at the Fermi level thanthe FeI site. The calculated eDOS at the two Fe sitesboth undergo 7% increases in their d-electron occupa-tions at the Fermi level, but the FeII site also shows a 4%increase in p-electron levels. While the calculated mag-netic moments on both Fe sites remain nearly constant inhigh temperature CVFT calculations, their differing elec-tronic character is suggestive of different behavior withtemperature.

1 D. Walker, R. Dasgupta, J. Li, and A. Buono, Contribu-tions to Mineralogy and Petrology 166, 935 (2013).

2 A. C. Larson and R. B. V. Dreele, “General StructureAnalysis System,” (1990).

3 C. Jiang, S. G. Srinivasan, A. Caro, and S. A. Maloy,Journal of Applied Physics 103, 043502 (2008).

4 A. Dick, F. Kormann, T. Hickel, and J. Neugebauer, Phys-ical Review B 84, 125101 (2011).

5 M. Nikolussi, S. L. Shang, T. Gressmann, A. Leineweber,E. J. Mittemeijer, Y. Wang, and Z. K. Liu, Scripta Mate-rialia 59, 814 (2008).

6 J. Haglund, G. Grimvall, and T. Jarlborg, Physical ReviewB 44, 2914 (1991).

7 I. G. Wood, L. Vocadlo, K. S. Knight, D. P. Dobson, W. G.Marshall, G. D. Price, and J. Brodholt, Journal of AppliedCrystallography 37, 82 (2004).

Page 5: Supplemental Information: Phonons and Elasticity of ...Cementite has an orthorhombic structure with the Pnma space group, containing 12 iron atoms and 4 car-bon atoms per unit cell

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FeI H4cLd electronsp electronss electrons

-10 -5 0 5

-100

-50

0

50

100

Energy HRyL

Ele

ctro

nD

OS

FeII H8dLd electronsp electronss electrons

-10 -5 0 5

-100

-50

0

50

100

Energy HRyL

Ele

ctro

nD

OS

C H4cLp electronss electrons

-10 -5 0 5

-100

-50

0

50

100

Energy HRyL

Ele

ctro

nD

OS

Figure 5. (Color online) The calculated electronic DOS, re-solved into orbital contributions at the three distinct latticesites.

8 L. Gao, B. Chen, J. Wang, E. E. Alp, J. Zhao, M. Lerche,W. Sturhahn, H. P. Scott, F. Huang, Y. Ding, S. V. Sino-geikin, C. C. Lundstrom, J. D. Bass, and J. Li, Geophys-ical Research Letters 35, L17306 (2008).

9 E. J. Fasiska and G. A. Jeffrey, Acta Crystallographica 19,463 (1965).

10 G. Venkataraman, L. A. Feldkamp, and V. C. Sahni, Dy-namics of perfect crystals (MIT Press, 1975).

11 L. Gao, B. Chen, M. Lerche, E. E. Alp, W. Sturhahn,J. Zhao, H. Yava, and J. Li, Journal of Synchrotron Ra-diation 16, 714 (2009).

12 L. Gao, B. Chen, J. Zhao, E. E. Alp, W. Sturhahn, andJ. Li, Earth and Planetary Science Letters 309, 213 (2011).

13 S. Khmelevskyi, A. V. Ruban, and P. Mohn, Journal ofPhysics: Condensed Matter 17, 7345 (2005).