Resistivity (mohm-cm) Magnetoresistance (%) H=0 T H=1 T MR. Temperature (K)

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Supplemental material for Nanostructured complex oxides as a route towards thermal behavior in artificial spin ice systems R.V. Chopdekar 1, B. Li 1, T.A. Wynn 1, M.S. Lee 1, Y. Jia 1, Z.Q. Liu 2, M.D. Biegalski 2, S.T. Retterer 2, A. T. Young 3, A. Scholl 3, and Y. Takamura 1 Figure S1 shows resistivity measurement vs. temperature measured on an LSMO nanowire patterned by the same Ar-ion implantation technique used to pattern the nano-island ensembles. The peak in magnetoresistance occurs at the Curie temperature (T C ~ 338 K) due to the double-exchange mechanism responsible for both the electrical and ferromagnetic properties of LSMO. 1 5 Resistivity (mohm-cm) 4 3 2 1 H= T H=1 T MR -2-4 -6-8 -1 Magnetoresistance (%) -12 5 1 15 2 25 3 35 4 Temperature (K) Figure S1 Temperature and magnetic-field dependent resistivity of a 5 nm wide LSMO nanowire patterned using the same Ar-ion implant technique as used to pattern the nano-island ensembles. Figure S2 illustrates the room-temperature magnetic configurations of an as-fabricated one-ring ensemble array measured with magnetic force microscopy (MFM). Contrast in the MFM is determined from the out-of-plane component of the fringing fields emanating from the magnetic nanostructures. 2 The island neighbors that are aligned tail-tail or tip-tip have large fringing fields which give significant dark or bright contrast in the MFM, respectively. Island neighbors arranged in a low-energy tip-tail configuration have small fringing fields at their ends and thus have weak MFM contrast. 1

Figure S2 Magnetic force microscope image of the one-ring ensembles with coupling strength of measured at room temperature. The outlines indicate locations of ferromagnetic LSMO islands, while the rest of the 5 micron field of view is amorphous and paramagnetic. Figure S3 XMCD image (left) and contrast line profiles (right) of vertically oriented nano-islands in the same region as Figure 1(a), showing that the vertical islands alternate contrast per line, and adjacent lines are reversed from each other, confirming the ground state configuration of the sub-section of the field-demagnetized array. Dotted lines at an interval of one lattice parameter are guides for the eyes. 2

Figure S4 XMCD image (left) and contrast line profiles (right) of vertically oriented nano-islands in the same region as Figure 1(c), showing that the vertical islands alternate contrast per line, and adjacent lines are reversed from each other, confirming the ground state configuration of the sub-section of the thermally-demagnetized array. Dotted lines at an interval of one lattice parameter are guides for the eyes. Figure S5 - Different square ice arrays composed of 47 nm x 175 nm x 4 nm LSMO nano-islands on the same sample as shown in Figure 1 after a 325 K thermal demagnetization, with orientation rotation of 15, 3, and 45 from the [1] oriented array shown in Figure 1(c). All arrays are in extended ground state configurations with a few isolated excited vertices present. The sample was mounted on a holder with no magnetic field coil, thus the nano-islands were brought above their blocking temperature in the absence of an external magnetic field. 3

While there was a distribution of excited states found in the hexagonal-based nano-island ensembles, the square ice arrays (Figure 1 and Figure S3-S5) clearly fell into a low energy configuration with only isolated excited vertices. Upon cooling, if the arrays form local ground state regions that are spatially separated and grow upon cooling, we expect to find the presence of domain walls at the borders of some regions. However, we have not seen any evidence of such domain walls for the large inter-island coupling strength of these arrays, suggesting that high-energy vertices are mobile and a majority can propagate out of the array during the thermal annealing protocol. Figure S6 Enumerated energy states for the one-ring nano-island ensembles at three measurement temperatures, with energy scale set to an absolute energy of zero for the ground state. Due to the lower saturation magnetization near room temperature, the energy difference between high energy states (Levels 2 and up) and the ground state approaches thermally accessible values. The inset shows X-PEEM example images of the two ground state (Level 1) configurations. The relative permeability of the matrix at 325 K is approximately 1.3, while it increases to 1.1 at 3 K and 1.2 at 1 K. 4

Dipolar energy above ground state (J) 4.x1-18 Two rings, Ms=225 emu/cc Levels 28-32 3.x1-18 2.x1-18 1.x1-18 Levels 7-1 Levels 3-6 Levels 11-16 Levels 2-27 Levels 17-19 Levels 1 and 2. 2 4 6 8 1 12 14 16 18 2 State Figure S7 Enumerated low-lying energy states (lowest 1% of all possible states) for the two-ring nanoisland ensembles at room temperature. Specific close-lying states are grouped into energy bands for ease of readability. Figure S8 - Low-lying energy states (lowest 1% of all possible states) for the three-ring nanoisland ensembles, with the configuration of each panel of Figure 4 highlighted. 5

While each of the 64 possible configurations for the one-ring ensemble can be categorized into one of eight energy levels (see Figures S6, compare to S7 and S8 for the two- and three- ring ensembles), the number of energy levels increases dramatically for the two- and three-ring ensembles. 3 We group the configurations that have similar energy levels into energy bands as the number of ensembles measured in the experiment is much less than the total possible configurations, which results in large errors for counting statistics. 1 8 Level 1 Occupancy of energy level after anneal (%) 6 4 2 6 5 4 3 2 1 Level 2 Level 3 Level 4 28 Level 5 24 Level 6 2 Level 7 16 Level 8 12 8 4..5 1. 1.5 2. 2.5 3. coupling strength m 2 /a 3 (1-12 A 2 m) Figure S9 Occupancy of energy configurations for one-ring ensembles in the magnetic field demagnetized state before the 35 K anneal. The likelihood of occupancy for the lowest energy configurations (Level 1 in Figure S7) does not follow the monotonic dependence on coupling strength that the post-annealed ensembles demonstrate. Before the 35 K anneal and acquisition of the data presented in Figure 2, the as-fabricated one-ring ensemble configuration was measured and is plotted in Figure S9. As the sample was held at room temperature for a duration of weeks before the measurement, this suggests that any thermally activated process is extremely slow and the ensembles cannot effectively thermalize at room temperature. The occupancy of the energy levels for the three-ring ensembles is shown in Figure S1, and follows similar trends to the one- and two- ring configurations in Figure 3. 6

Occupancy of energy level (%) 1 8 6 4 2 AC Demagnetization anneal 1 at T=325K anneal 2 at T=325K anneal 3 at T=473K -8.x1-18 -6.x1-18 -4.x1-18 -2.x1-18 Dipolar Energy (J) Figure S1 - Occupancy of low energy magnetization configurations for three-ring ensembles, as a function of type of demagnetizing protocol. Binning the configurations into energy bands yields a straightforward analysis of the thermalized configurations according to a Boltzmann-like distribution of states. 4, 5 In Figure S11, we plot the relative probability of finding the ensemble in a specific energy band or energy level being occupied as compared to the experimentally found probability of the configuration being in the lowest possible energy level, and plot these relative probabilities as a function of inter-island coupling strength divided by the temperaturedependent magnetization. Plotting the data in this manner allows us to extract the slope as being equal to /, and by using experimentally measured magnetization data for LSMO we can find the effective temperature T of the annealing protocol. The slopes of the curves give an annealing temperature of 339 2 K for all ensembles, and is equal to the Curie temperature within the error of the measurement. 7

Occupancy ratio -k B ln(p i q 1 /P 1 q i ) 1.6x1-22 1.4x1-22 1.2x1-22 1.x1-22 8.x1-23 6.x1-23 4.x1-23 2.x1-23 One ring Two ring. Three ring 1x1-29 2x1-29 3x1-29 4x1-29 5x1-29 Reduced coupling strength (V 2 island /a3 ) (m 3 ) Figure S11 Normalized occupancy of excited energy levels as a function of reduced inter-island coupling strength for thermalized ensemble data presented in Figure 2. Assuming a Boltzmann-like probability of energy level occupation, the slope of the trendline should be equal to /, with T as the annealing temperature and M(T) the saturation magnetization at that temperature. Each ensemble dataset is offset vertically for clarity. References 1. Y. Tokura and Y. Tomioka, Journal of Magnetism and Magnetic Materials 2 (1 3), 1-23 (1999). 2. U. Hartmann, Annual Review of Materials Science 29 (1), 53-87 (1999). 3. E. Mengotti, L. J. Heyderman, A. Fraile Rodríguez, A. Bisig, L. Le Guyader, F. Nolting and H. B. Braun, Physical Review B 78 (14), 14442 (28). 4. C. Nisoli, J. Li, X. Ke, D. Garand, P. Schiffer and V. H. Crespi, Physical Review Letters 15 (4), 4725 (21). 5. J. P. Morgan, J. Akerman, A. Stein, C. Phatak, R. M. L. Evans, S. Langridge and C. H. Marrows, Physical Review B 87 (2), 2445 (213). 8