Istituto per le Applicazioni del Calcolo, CNR, Rome, Italy.
Departamento de Física Teórica, Universidad Complutense de Madrid, Madrid, Spain.
Nature. 2024 Jul;631(8022):749-754. doi: 10.1038/s41586-024-07647-y. Epub 2024 Jul 10.
Quantum annealers are commercial devices that aim to solve very hard computational problems, typically those involving spin glasses. Just as in metallurgic annealing, in which a ferrous metal is slowly cooled, quantum annealers seek good solutions by slowly removing the transverse magnetic field at the lowest possible temperature. Removing the field diminishes the quantum fluctuations but forces the system to traverse the critical point that separates the disordered phase (at large fields) from the spin-glass phase (at small fields). A full understanding of this phase transition is still missing. A debated, crucial question regards the closing of the energy gap separating the ground state from the first excited state. All hopes of achieving an exponential speed-up, compared to classical computers, rest on the assumption that the gap will close algebraically with the number of spins. However, renormalization group calculations predict instead that there is an infinite-randomness fixed point. Here we solve this debate through extreme-scale numerical simulations, finding that both parties have grasped parts of the truth. Although the closing of the gap at the critical point is indeed super-algebraic, it remains algebraic if one restricts the symmetry of possible excitations. As this symmetry restriction is experimentally achievable (at least nominally), there is still hope for the quantum annealing paradigm.
量子退火器是一种商用设备,旨在解决非常困难的计算问题,通常涉及自旋玻璃。就像在冶金退火中,铁金属被缓慢冷却一样,量子退火器通过在尽可能低的温度下缓慢去除横向磁场来寻找好的解决方案。去除磁场会减小量子涨落,但会迫使系统穿过临界点,临界点将无序相(在大磁场下)与自旋玻璃相(在小磁场下)分开。对这个相变的全面理解仍然缺失。一个有争议的关键问题是,与基态相比,分离第一激发态的能量间隙是否会关闭。与经典计算机相比,实现指数级加速的所有希望都基于间隙将与自旋数按代数方式关闭的假设。然而,重整化群计算预测,存在一个无限随机的固定点。在这里,我们通过极端规模的数值模拟解决了这个争论,发现双方都抓住了部分真相。尽管在临界点处间隙确实是超代数的,但如果限制可能激发的对称性,它仍然是代数的。由于这种对称性限制在实验上是可实现的(至少在名义上),因此量子退火范式仍然有希望。