Supporting Material Experimental condition of Lorentz microscopy and electron holography A conventional transmission electron microscope (TEM) (JEOL, Ltd., 3000F) with 300 kV acceleration voltage was used to identify the structural arrangement of nanoparticles. The arrays were imaged at room temperature (24 °C) after heating experiment in order to verify that there were no changes to the particle ordering. Fresnel Lorentz microscopy (FLM) and electron holography (EH) were performed using a 200 kV field emission TEM (Hitachi, HF2000) equipped with an electron biprism. A magnetic-shield objective lens (Lorentz lens) was installed in the holography TEM and turned off during the experiment, so the sample was in a field-free environment. An intermediate lens current was adjusted to focus the image for EH and to defocus the image for FLM. Before loading the sample into the TEM holder, the film was scratched by a sharp tungsten needle for the EH experiments, to obtain a wide area for the reference wave passing through vacuum adjacent to the arrays. The sample was loaded in a double-tilt heating holder (Hitachi) to see the domain structures at high temperature. Principle of electron holography Electron holographyR1 is a TEM technique to quantitatively observe the electric and the magnetic fields in micro/nano meter scale. R2, R3 Figure S1(a) shows a schematic illustration of the experimental set-up in a TEM. Coherent electron wave produced from a field emission gun penetrates a sample, and then the wave is 1 split into two parts by an electron biprism, to create an "object wave" modulated by the sample and a "reference wave" passed through the vacuum. The electron biprism consists of two grounded electrode plates and a fine filament electrode with a positive voltage. The object wave and the reference wave are overlapped beneath the filament and interfere with each other. The information of the magnetic flux in the sample is recorded in the modulated interference fringe pattern that is called "hologram". To reconstruct the object wave (Figure S1(b)), the hologram is processed by 2-dimensional Fourier transformation. One of the side-bands, corresponding to the Fourier transformation of the object wave, is selected by a spatial frequency filter and shifted to the center, and then the side-band is processed by inverse Fourier transformation, finally the object wave is reconstructed as complex number matrix. The phase image is obtained from the reconstructed object wave. The contour map of the phase image corresponds to the magnetic flux distribution, as shown in Figure S1(b). The magnetic poles are determined from the phase slope with Lorentz law. Measurement of the magnetic order parameter and calculation of the average deviation angle The object wave is modulated by not only the in-plane magnetic flux but also the electrostatic inner potential of the sample. To remove the phase shift due to the inner potential, the reconstructed phase measured at 632 °C (higher than Tc of bulk Fe3O4, 585 °C) was subtracted from each reconstructed phase image. The phase shift M due to Lorentz force is expressed as M 2 e h Ads 2 e h BdS 2 e h M ,enclosed , where A , e , h , and M ,enclosed are the vector c S 2 potential, the electron charge, Planck's constant and the enclosed magnetic flux between the sample and reference beams, respectively. R4 For a spherical particle as shown in Figure S2, the enclosed magnetic flux M ,enclosed is given by M ,enclosed B rpt2 , where rpt is the radius. Considering the radius (5.95 - 7.45 nm) of our Fe3O4 nanoparticles, the edge-to-edge separation (1.6 nm) and the saturation magnetization (B = 0.60 T), we calculated the average phase slope of 0.010 rad/nm for full alignment of magnetic dipoles in array films. The experimental values of the phase slope in each domain were measured from the reconstructed phase images (Figure 3), as shown in Figure S3. The local magnetic order parameter shown in Figure 4 was obtained as the ratio of the measured phase slope to the calculated value (0.010 rad/nm). When the dipoles fluctuate, the parameter is less than 1.0 (Figure S4(a)). The average deviation angle of the dipoles in plane is estimated by arc-cosine of the order parameter, for example, when the order parameter is 0.26, the angle is 75° (Figure S4(b)). 3 (a) electron wave sample electron biprism reference wave object wave interference fringe pattern hologram (b) hologram filtering + sideband shift Object wave Amplitude Phase magnetic flux distribution Figure S1 Principle of electron holography (a) Object wave and reference wave split by an electron biprism interfere with each other, resulting in a hologram. (b) Reconstruction procedure to obtain a phase image. Contour map of the phase image shows the magnetic flux distribution. The sample in the hologram is barium ferrite particle, 1 μm in diameter. (T. Hirayama, J. Chen, Q. Ru, K. Ishizuka, T. Tanji, A. Tonomura, J. Electron Microsc. 43, 190-197 (1994)) 4 Particle diameter(2r): 13.4 ± 1.5 nm (radius(r): 5.95 - 7.45 nm) r Edge-to-edge separation between particles: 1.6 nm Saturation magnetization (B): 0.60 T B 0.60T ΔφM = 2π 5.95 - 7.45 nm e Bπr 2 = 0.101 - 0.159 rad = 0.130 rad h on average 13.4 + 1.6 nm 30° cross section Phase slope = 0.010 [rad/nm] for full alignment 0.130 rad (13.4 + 1.6) x cos(30°) = 13.0 nm Figure S2 Phase slope when the dipoles in array are fully aligned One magnetic dipole gives the electron wave to shift 0.130 rad on average. When the magnetic dipoles are fully aligned in plane, the electron holography detects the phase slope of 0.010 rad/nm in a domain. 5 (a) vacuum 24℃ Fe3O4 array ② ① 2 μm phase [rad] (b) 1 0 -1 A -2 0 C B 1 2 ① D 3 4 ② [μm] Figure S3 Measurement of the phase slope in each domain (a) Typical phase image shown in Figure 3(a). (b) Phase line profile along ① - ② drawn in Figure S3(a). The magnetic order parameter can be obtained as the ratio of the measured phase slope to the calculated value (0.010 rad/nm, from Figure S2) 6 (a) cross section Phase slope measured by EH ? rad (13.4 + 1.6) x cos(30°) = 13.0 nm (b) average deviation angle "θ" θ B ordering parameter obtained by EH B cos (θ) = 0.26 ~ 0.44 B θ = arccos (0.26) = 75 ° θ = arccos (0.44) = 64 ° Figure S4 Calculation of the average deviation angle (a) When the dipoles fluctuate, the phase slope detected by EH decreases, resulting in a low ordering parameter. (b) The average deviation angle is calculated by arc-cosine of the measured ordering parameter. 7 References R1 D. Gabor, Nature 161, 777 (1948). R2 A. Tonomura, Electron Holography, Springer Series in Optical Sciences, Vol. 70 (Springer, Berlin, 1999). R3 E. Völkl, L. F. Allard, D. C. Joy (Eds), Introduction to Electron Holography, (Kluwer Academic/Plenum Publishers, New York, 1999). R4 Y. Aharonov, D. Bohm, Phys. Rev. 115, 485 (1959). 8