Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Mathematics of quasicrystals: point of view of a crystallographer Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Denis Gratias LEM (CNRS)/ONERA Châtillon Conclusion The early days In 1982 Shechtman observes an apparent paradox between sharp diffraction peaks and the 5-fold symmetry of the electron diffraction patterns in rapidly solified (Al,Mn) alloys. Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion The early days In 1982 Shechtman observes an apparent paradox between sharp diffraction peaks and the 5-fold symmetry of the electron diffraction patterns in rapidly solified (Al,Mn) alloys. • Pionner works in crystallography in 1974 and first framework of hyperspace description in 1977. P. M. de Wolff, Acta Cryst. A30 (1974) 777, A. Janner and T. Janssen Phys. Rev. B15 (1977) 643. Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion The early days In 1982 Shechtman observes an apparent paradox between sharp diffraction peaks and the 5-fold symmetry of the electron diffraction patterns in rapidly solified (Al,Mn) alloys. • Pionner works in crystallography in 1974 and first framework of hyperspace description in 1977. P. M. de Wolff, Acta Cryst. A30 (1974) 777, A. Janner and T. Janssen Phys. Rev. B15 (1977) 643. • Term ”quasicrystals” for ”quasiperiodic crystals” H. Bohr, Ann. Math. 45 (1924) 29 ; ibid. 46 (1925) 1001 ; ibid.47 (1926) 237 A. S. Besicovic, Almost Periodic Functions, Cambridge University Press, 1932 Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion The early days In 1982 Shechtman observes an apparent paradox between sharp diffraction peaks and the 5-fold symmetry of the electron diffraction patterns in rapidly solified (Al,Mn) alloys. • Pionner works in crystallography in 1974 and first framework of hyperspace description in 1977. P. M. de Wolff, Acta Cryst. A30 (1974) 777, A. Janner and T. Janssen Phys. Rev. B15 (1977) 643. • Term ”quasicrystals” for ”quasiperiodic crystals” H. Bohr, Ann. Math. 45 (1924) 29 ; ibid. 46 (1925) 1001 ; ibid.47 (1926) 237 A. S. Besicovic, Almost Periodic Functions, Cambridge University Press, 1932 • First definitions of the cut and project technic and connection to the simple cut method M. Duneau and A. Katz, Phys. Rev. Lett. 54 (1985) 2688 V. Elser, Acta Cryst A 42, (1986) P.A. Kalugin, A. Kitaeff and L. Levitov, JETP Lett. 41 (1985) 145 P. Bak, Phys. Rev. B 32 (1985) 5764 Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion The early days In 1982 Shechtman observes an apparent paradox between sharp diffraction peaks and the 5-fold symmetry of the electron diffraction patterns in rapidly solified (Al,Mn) alloys. • Pionner works in crystallography in 1974 and first framework of hyperspace description in 1977. P. M. de Wolff, Acta Cryst. A30 (1974) 777, A. Janner and T. Janssen Phys. Rev. B15 (1977) 643. • Term ”quasicrystals” for ”quasiperiodic crystals” H. Bohr, Ann. Math. 45 (1924) 29 ; ibid. 46 (1925) 1001 ; ibid.47 (1926) 237 A. S. Besicovic, Almost Periodic Functions, Cambridge University Press, 1932 • First definitions of the cut and project technic and connection to the simple cut method M. Duneau and A. Katz, Phys. Rev. Lett. 54 (1985) 2688 V. Elser, Acta Cryst A 42, (1986) P.A. Kalugin, A. Kitaeff and L. Levitov, JETP Lett. 41 (1985) 145 P. Bak, Phys. Rev. B 32 (1985) 5764 • General lectures and reviews M. Baake and U. Grimm ”a Guide to Quasicrystal Literature” in Directions in mathematical quasicrystals, CRM monograph series Vol 13 AMS (2000) p 371 T. Janssen Crystallography of quasicrystals, Acta Cryst A 42 (1986) 261. Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Which distributions of matter diffract ? Mathematics of quasicrystals: point of view of a crystallographer D. Gratias Important questions for crystallographers History I Long range order (crystal order) and periodicity I Long range order and Bragg diffractions Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Which distributions of matter diffract ? Mathematics of quasicrystals: point of view of a crystallographer D. Gratias Important questions for crystallographers History I Long range order (crystal order) and periodicity I Long range order and Bragg diffractions Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? From quasiperiodic tilings and algebraic number theory to generalized cut-and-project sets Y. Meyer Nombres de Pisot, nombres de Salem et analyse harmonique, Lecture Notes in Mathematics 117 (Springer) 1970 Y. Meyer, Algebraic Numbers and Harmonic Analysis, North-Holland 1972 P. A. B. Pleasant, Elementary and Analytic Theory of Numbers, Banach Center Publications 17, PWN Polish Scientific Publishers, Warsaw (1984) 439 E. Bombieri and J.E. Taylor J de Physique Colloqiue 47 n7, C3—19, 1986 E. Bombieri and J.E. Taylor, Proceedings of Kovalevsky Symposium, Contemporary mathematics Series Amer. Math. Soc. (R. V. Moody this conference) Using diffraction experiments Electron microscopy Conclusion Long range order and Bragg diffraction Mathematics of quasicrystals: point of view of a crystallographer D. Gratias There is no simple obvious correlation between Bragg peaks and long range order. History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Long range order and Bragg diffraction Mathematics of quasicrystals: point of view of a crystallographer D. Gratias There is no simple obvious correlation between Bragg peaks and long range order. History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Directions in Mathematical Quasicrystals, M. Baake and R. V. Moody Editors, CRM Monograph series, Volume 13 American Mathematical Society (2000) (S. Ben-Abraham this conference) Experimental Diffraction sets Bragg reflections distribute on a dense countable set of points of reciprocal space. Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Experimental Diffraction sets Bragg reflections distribute on a dense countable set of points of reciprocal space. Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion For experimentally observing ”Bragg peaks” it is necessary that the peaks of intensity larger than a given positive threshold distribute on a discrete set of wavevectors. Experimental Diffraction patterns The diffraction data are used to compute the self correlation function by Fourier transforming the experimentally observed intensities. Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Experimental Diffraction patterns The diffraction data are used to compute the self correlation function by Fourier transforming the experimentally observed intensities. Going further requires modelling the structure at some stage. In the framework of cut and project fo example, it consists, among other adjustements, in adjusting the shapes and locations of the acceptance windows. Simplest models are based on windows having polyhedral shapes. Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Experimental Diffraction patterns The diffraction data are used to compute the self correlation function by Fourier transforming the experimentally observed intensities. Going further requires modelling the structure at some stage. In the framework of cut and project fo example, it consists, among other adjustements, in adjusting the shapes and locations of the acceptance windows. Simplest models are based on windows having polyhedral shapes. Constraints in the refinement process : I Invariant positions of the Bragg reflections I Invariant symmetry I Invariant overall stoichiometry I (Atoms should be kept at distances large enough for being physically acceptable) Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Experimental Diffraction patterns The diffraction data are used to compute the self correlation function by Fourier transforming the experimentally observed intensities. Going further requires modelling the structure at some stage. In the framework of cut and project fo example, it consists, among other adjustements, in adjusting the shapes and locations of the acceptance windows. Simplest models are based on windows having polyhedral shapes. Constraints in the refinement process : I Invariant positions of the Bragg reflections I Invariant symmetry I Invariant overall stoichiometry I (Atoms should be kept at distances large enough for being physically acceptable) G. Bernuau and M. Duneau, Fourier analysis of Deformed Model Sets in Directions in Mathematical Quasicrystals, M. Baake and R. V. Moody edts, CRM monograph series Vol 13 Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Example of i-AlPdMn The initial atomic model is made on 3 windows and generates B and M type atomic clusters in real space. Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy The M are made of an occupied center, an internal dodecahedron partially occupied (7/20), an icosidodecahedron and a large icosahedron. Conclusion Example of i-AlPdMn The initial atomic model is made on 3 windows and generates B and M type atomic clusters in real space. Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy The M are made of an occupied center, an internal dodecahedron partially occupied (7/20), an icosidodecahedron and a large icosahedron. But actual Mackay atomic clusters are built with an inner icosahedron with an empty center instead of of the partially occupied dodecahedron. Conclusion Mathematics of quasicrystals: point of view of a crystallographer D. Gratias To transform M clusters into Mackay clusters, we first remove the inner dodecahedra and the central atoms. . . History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Mathematics of quasicrystals: point of view of a crystallographer . . . and replace them by small icosahedra. This is achieved by adding small windows as satellites around the bc (bc 0 ) and increase a little the interatomic distances : D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion New set of Windows Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion A typical slice of the modified atomic struture Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Optimizing the refinement process Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Optimizing the process of atomic structure determination in the framework of ideal quasiperiodic structures is a vey difficult task. Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Optimizing the refinement process Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Optimizing the process of atomic structure determination in the framework of ideal quasiperiodic structures is a vey difficult task. I great difficulties in preparing good homogeneous samples (non-congruent solidification, possible phase transformations during the cooling of the single grains), I limitations in the process of collecting the weakest diffraction data (important statistical errors), I need for additional technics and physical measurements for deciphering the possible atomic configurations Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Dynamical diffraction of fast electrons An important experimental tool is the electron microscope (tool at the origin of the discovery of quasicrystals). But electron diffraction is a strongly dynamical process. Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Dynamical diffraction of fast electrons An important experimental tool is the electron microscope (tool at the origin of the discovery of quasicrystals). But electron diffraction is a strongly dynamical process. Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion where Ĥ(z) is the scattering Hamiltonian, χ2 = k02 − kz2 and V (z) is the (quasiperiodic) diffraction potential : X 1 X b |qi(q 2 − χ2 )hq| + |qihq|V (z)|q 0 ihq 0 |) H(z) = ( 2kz q 0 q,q The initial state of the diffracting electrons being |χi, the state at the exit of the thin foil at thickness z,is given : X |Ψ(z)i = |jie −iEj z hj|χi j Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion The initial state of the diffracting electrons being |χi, the state at the exit of the thin foil at thickness z,is given : X |Ψ(z)i = |jie −iEj z hj|χi Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns j The diffracted intensity associated to the Bragge peak q is given by : X Iq (z) = |hq|Ψ(z)i|2 = | hq|jie −iEj z hj|χi|2 . j Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion The initial state of the diffracting electrons being |χi, the state at the exit of the thin foil at thickness z,is given : X |Ψ(z)i = |jie −iEj z hj|χi The diffracted intensity associated to the Bragge peak q is given by : X Iq (z) = |hq|Ψ(z)i|2 = | hq|jie −iEj z hj|χi|2 . j Images are computed by back Fourier transforming the q-components of the state |Ψ(t)i at the exit face of the specimen b after multiplicating by the transfert function T(q) that contains the optical aberrations of the microscope : XX −iEj z b hρ|Ψ(z)i = hρ|qiT(q)hq|jie hj|χi j D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns j q Mathematics of quasicrystals: point of view of a crystallographer Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Mathematics of quasicrystals: point of view of a crystallographer Variation of the lowest eigenvalues as function of the number of diffracting beams and variation of the image as function of thickness and defocus. 10 8 ● ● ● ● ● ● 6 ● Ej Conclusion ● ● ● ● ● ● ● -2 ● -4 0,0 Almost periodicity Some basic questions Experimental diffraction patterns Using diffraction experiments Electron microscopy ● 0 History Where are the atoms ? ● ● ● 4 2 D. Gratias ● ● 0,2 0,4 <j|x> 0,6 0,8 Intensity of the central beam as a function of the thickness z Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History The different curves show the result of the calculations for different sizes of the q-basis Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion on the left : increasing qk size at constant q⊥ ; on the right increasing q⊥ at constant qk : numerical ”stabilization” is achieved for relatively small thicknesses z Simulation of i-AlPdMn Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion Simulated HREM image and diffraction f iAlPdMn along a 5f direction in exact Laue symmetric orientation with 1231 beams (74 orbits). Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History The image changes drastically with I the number of beams used for diagonalizing the scattering Hamiltonian I the thicknes and the optical aberrations Stable images are obtained for small thicknesses (several nanometers) Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion CBED simulations CBED images can be used to better differentiate between models but the sample thickness must be important (250 nanometers) Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion CBED simulations CBED images can be used to better differentiate between models but the sample thickness must be important (250 nanometers) Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion A few questions as conclusion I Methodology Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion A few questions as conclusion I Methodology I quasiperiodic pattern experimental recognition Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion A few questions as conclusion I Methodology I I quasiperiodic pattern experimental recognition refinement of structures : deformability of model sets ( ?) Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion A few questions as conclusion I Methodology I I I quasiperiodic pattern experimental recognition refinement of structures : deformability of model sets ( ?) (2D) quasiperiodic Hamiltonians (approaching the lowest eigenstates) Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion A few questions as conclusion I Methodology I I I I quasiperiodic pattern experimental recognition refinement of structures : deformability of model sets ( ?) (2D) quasiperiodic Hamiltonians (approaching the lowest eigenstates) Diffraction and Bragg peaks model sets : needs for a general definition of crystals Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion A few questions as conclusion I Methodology I I I I I quasiperiodic pattern experimental recognition refinement of structures : deformability of model sets ( ?) (2D) quasiperiodic Hamiltonians (approaching the lowest eigenstates) Diffraction and Bragg peaks model sets : needs for a general definition of crystals Space Symmetry from geometric superimposition to undistinguishability ; Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion A few questions as conclusion I Methodology I I I I I I quasiperiodic pattern experimental recognition refinement of structures : deformability of model sets ( ?) (2D) quasiperiodic Hamiltonians (approaching the lowest eigenstates) Diffraction and Bragg peaks model sets : needs for a general definition of crystals Space Symmetry from geometric superimposition to undistinguishability ; What technic, if it exists, is the one-to-one signature of long range order ? Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion A few questions as conclusion I Methodology I I I I I I I quasiperiodic pattern experimental recognition refinement of structures : deformability of model sets ( ?) (2D) quasiperiodic Hamiltonians (approaching the lowest eigenstates) Diffraction and Bragg peaks model sets : needs for a general definition of crystals Space Symmetry from geometric superimposition to undistinguishability ; What technic, if it exists, is the one-to-one signature of long range order ? Beyond quasiperiodic order : what physical properties are the bases of long range order (matching rules / growth rules) Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion A few questions as conclusion I Methodology I I I I I I I I quasiperiodic pattern experimental recognition refinement of structures : deformability of model sets ( ?) (2D) quasiperiodic Hamiltonians (approaching the lowest eigenstates) Diffraction and Bragg peaks model sets : needs for a general definition of crystals Space Symmetry from geometric superimposition to undistinguishability ; What technic, if it exists, is the one-to-one signature of long range order ? Beyond quasiperiodic order : what physical properties are the bases of long range order (matching rules / growth rules) What mathematical properties are pertinent for physicists (for the experimental point of view : structural stability with respect to fluctuations). Mathematics of quasicrystals: point of view of a crystallographer D. Gratias History Almost periodicity Some basic questions Experimental diffraction patterns Where are the atoms ? Using diffraction experiments Electron microscopy Conclusion
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