Google, in collaboration with the University of Waterloo, X, and Volkswagen, announces the release of TensorFlow Quantum (TFQ), an open-source library for the rapid prototyping of quantum ML models. TFQ provides the tools necessary for bringing the quantum computing and […]
Solving Vehicle Routing Problem using QAOA algorithm
An Indian scientists team has published a paper describing the usage of Quantum Approximate Optimization Algorithm (QAOA), which is a quantum-classical heuristic, to solve a combinatorial optimization and integer programming task known as Vehicle Routing […]
Scientists break Google’s QAOA quantum algorithm
A team of scientists from Skoltech‘s Deep Quantum Laboratory discovered and quantified what appears to be a fundamental limitation in the QAOA quantum algorithm initiated by Google. Google has devised new quantum-enhanced algorithms that operate […]
Simulating quantum chemistry on a qubit-based device
Accurate quantum chemistry simulations remain challenging on classical computers for problems of industrially relevant sizes and there is reason for hope that quantum computing may help push the boundaries of what is technically feasible. While […]
Quantum instruction set implemented on a superconducting quantum processor
A quantum algorithm consists of a sequence of operations and measurements applied to a quantum processor. To date, the instruction set which defines this sequence has been provided by a classical computer and passed via […]
Quantum supremacy in driven quantum many-body systems
A crucial milestone in the field of quantum simulation and computation is to demonstrate that a quantum device can compute certain tasks that are impossible to reproduce by a classical computer with any reasonable resources. […]
Telecom Italia uses live quantum computing on 4.5G and 5G
Telecom Italia (TIM) announces it is the first telecommunications operator in Europe to make use of the vast potential of quantum computing to plan its next generation mobile networks. TIM teamed up with Canadian quantum […]
Quantum computing with exciton-polariton condensates
Researchers at Nanyang Technological University, Singapore, have presented a complete theoretical scheme of quantum computing with exciton-polariton condensates formed in semiconductor micropillars. Exciton-polariton condensates have attractive features for quantum computation, e.g., room temperature operation, high […]
Quantum embeddings for machine learning
A team of scientists at MIT and Xanadu has published a paper about quantum classifiers as trainable quantum circuits used as machine learning models. The first part of the circuit implements a quantum feature map […]
Leveraging Quantum Annealing for Large MIMO Processing
User demand for increasing amounts of wireless capacity continues to outpace supply, and so to meet this demand, significant progress has been made in new MIMO wireless physical layer techniques. Higher-performance systems now remain impractical […]
