Ising machines as hardware solvers of combinatorial optimization problems
Ising machines are hardware solvers that aim to find the absolute or approximate ground
states of the Ising model. The Ising model is of fundamental computational interest because …
states of the Ising model. The Ising model is of fundamental computational interest because …
Noisy intermediate-scale quantum algorithms
A universal fault-tolerant quantum computer that can efficiently solve problems such as
integer factorization and unstructured database search requires millions of qubits with low …
integer factorization and unstructured database search requires millions of qubits with low …
100,000-spin coherent Ising machine
Computers based on physical systems are increasingly anticipated to overcome the
impending limitations on digital computer performance. One such computer is a coherent …
impending limitations on digital computer performance. One such computer is a coherent …
Combinatorial optimization with physics-inspired graph neural networks
Combinatorial optimization problems are pervasive across science and industry. Modern
deep learning tools are poised to solve these problems at unprecedented scales, but a …
deep learning tools are poised to solve these problems at unprecedented scales, but a …
A coherent Ising machine for 2000-node optimization problems
The analysis and optimization of complex systems can be reduced to mathematical
problems collectively known as combinatorial optimization. Many such problems can be …
problems collectively known as combinatorial optimization. Many such problems can be …
A fully programmable 100-spin coherent Ising machine with all-to-all connections
Unconventional, special-purpose machines may aid in accelerating the solution of some of
the hardest problems in computing, such as large-scale combinatorial optimizations, by …
the hardest problems in computing, such as large-scale combinatorial optimizations, by …
Combinatorial optimization by simulating adiabatic bifurcations in nonlinear Hamiltonian systems
Combinatorial optimization problems are ubiquitous but difficult to solve. Hardware devices
for these problems have recently been developed by various approaches, including …
for these problems have recently been developed by various approaches, including …
High-performance combinatorial optimization based on classical mechanics
Quickly obtaining optimal solutions of combinatorial optimization problems has tremendous
value but is extremely difficult. Thus, various kinds of machines specially designed for …
value but is extremely difficult. Thus, various kinds of machines specially designed for …
Observation of pairwise level degeneracies and the quantum regime of the Arrhenius law in a double-well parametric oscillator
By applying a microwave drive to a specially designed Josephson circuit, we have realized
a double-well model system: a Kerr oscillator submitted to a squeezing force. We have …
a double-well model system: a Kerr oscillator submitted to a squeezing force. We have …
Experimental investigation of performance differences between coherent Ising machines and a quantum annealer
Physical annealing systems provide heuristic approaches to solving combinatorial
optimization problems. Here, we benchmark two types of annealing machines—a quantum …
optimization problems. Here, we benchmark two types of annealing machines—a quantum …