Jul 12, 2021 · We now know that quantum computers have the potential to boost the performance of machine learning systems, and may eventually power efforts in fields from drug discovery to …

May 25, 2025 · Quantum machine learning (QML) is a rapidly growing field that combines quantum computing principles with traditional machine learning. It seeks to revolutionize …

Jul 12, 2021 · The quantum algorithm, based on a quantum kernel method, employs a time-proven conventional machine learning model to learn the kernel function, which finds the …

Feb 1, 2024 · Even though results are promising, quantum machine learning is far from achieving its full potential. An improvement in quantum hardware is required for this potential to be …

Aug 31, 2025 · Quantum Machine Learning for minimal omics datasets with large feature space using embeddings and feature selection techniques Abstract Despite the amount of omics …

She is currently working the area of Quantum Machine learning and quantum applications in finance. She has published several papers in top tier conferences and journals and has …

Nov 20, 2025 · We’re inventing what’s next in quantum research. Explore our recent work, access unique toolkits, and discover the breadth of topics that matter to us.

Apr 23, 2021 · This year’s Qiskit Global Summer School, from July 12-23, will feature live lectures and hands-on labs using the Qiskit machine learning application module.

Oct 9, 2023 · Quantum machine learning algorithms based on parameterized quantum circuits are promising candidates for near-term quantum advantage. Although these algorithms are …

Aug 13, 2023 · Quantum machine learning force fields Abstract An accurate knowledge of potential energy surfaces and local forces is of paramount importance to implement molecular …