The quantum alternating operator ansatz (QAOA) 1, and the predecessor quantum approximate optimization algorithm 2,3, is a quantum algorithm that is intended to be a heuristic solver of combinatorial ...

Deep neural networks have been used to solve Ising models, including autoregressive neural networks, convolutional neural networks, recurrent neural networks, and graph neural networks. Learning ...

NVIDIAは2026年4月14日（月）「World Quantum Day（世界量子デー） 」を記念して開催したQuantum Dayバーチャルイベントにおいて、研究者や企業が実用的なアプリケーションを実行可能な量子プロセッサ構築を支援するオープンソース量子AIモデルファミリー「NVIDIA ...

Researchers at the University of Gothenburg have developed a novel Ising machine that utilizes surface acoustic waves as an effective carrier of dense information flow. This approach enables fast, ...