Quantum annealing for material microstructure optimization

Quantum Computing Category: Optimization
Scientific Domain: Materials Science

Figure 5 of the publication: Equilibrated microstructures for zero average strain and shear transformations with vanishing and negative interfacial energy in a system of 50×50 cuboidal grains. Left: 𝜎/𝜇⁢𝜀2 0⁢𝑎=0 , right: 𝜎/𝜇⁢𝜀2 0⁢𝑎=−1 .

The equilibrium microstructure of materials depends on long-range elastic interactions, chemical contributions and interfaces between different phases or variants. This study derives an Ising-model representation of those interactions so that equilibrium microstructures can be determined with quantum annealing. The method is demonstrated for polycrystalline systems with tetragonal strain and applied to the solid electrolyte LLZO, where elastic effects can influence the formation of ion-conducting channels. The work also shows how interfacial energies can be incorporated into the annealing formulation.

Publication:
Sandt, R., Le Bouar, Y., Spatschek, R. Microstructure equilibration with consideration of elastic and interfacial interactions via quantum annealing with application to the solid electrolyte LLZO. Phys. Rev. Research 6, 033047. https://doi.org/10.1103/PhysRevResearch.6.033047

Last Modified: 27.08.2026