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 fraud detection. We're doing foundational research in quantum ML to power tomorrow’s smart quantum algorithms. ...
Quantum Finance Quantum Hardware Quantum Information Science Quantum Machine Learning Collaborate with us IBM Quantum Network is a community of Fortune 500 companies, academic institutions, startups and national research labs working with IBM to advance quantum computing. IBM Quantum Network ...
machine learningpatentsquantum machine learningempirical researchOne of the central problems bottlenecking machine learning research is classical computational power limits. Quantum computing provides a solution, offering morSocial Science Electronic Publishing...
Seemingly, this suggests that implicit models are systematically more advantageous than their explicit counterparts in solving machine learning tasks25. This idea also inspired a line of research where, in order to evaluate the existence of quantum advantages, classical models were only compared to ...
His research interests are in quantum information and computation. Recently, he has been working on establishing theoretical foundations for near-term quantum advantage, including algorithms, complexity, and benchmarking. Quantum Theory Group @PKU This is Xia...
The Potential Applications of Quantum Computing in Scientific Research 量子计算是一种利用量子力学原理进行计算的新型计算方式。与传统计算机不同,量子计算机能够同时处理大量信息,从而在某些特定问题上展现出超越经典计算机的潜力。近年来,量子计算在科学研究中的应用前景引起了广泛关注,尤其是在物理、化学、材料科学和计...
Quantum Machine Intelligence(2025) Associated content Collection The multidisciplinary nature of machine intelligence Insight Quantum software Nature (Nature)ISSN1476-4687(online)ISSN0028-0836(print) Sign up for theNature Briefing: AI and Roboticsnewsletter — what matters in AI and robotics research, fre...
This research investigates the quantum machine learning (QML) and classical machine learning (CML) approaches for the analysis of COVID-19 images. The recent developments in quantum computing have led researchers to explore new ideas and approaches using QML. The proposed approach consists of two ph...
The research topics covered by the journal include quantum machine learning, quantum neural networks, quantum optimization, quantum simulation, and the progress of quantum computing in practical applications such as financial technology, drug discovery, and materials science. It provides a platform for ...
This research was partly supported by NCCR MARVEL, funded by the Swiss National Science Foundation. Calculations were performed at the sciCORE scientific computing core facility (http://scicore.unibas.ch/) at the University of Basel. Author information Authors and Affiliations Institute of Physical ...