Ensuring the reliability of quantum computations

PennyLane is an open-source software framework for quantum machine learning, quantum chemistry, and quantum computing, with the ability to run on all hardware. Jun 11, 2024 ... In simple terms, quantum computing harnesses the strange and powerful properties of quantum mechanics to solve problems currently beyond the ... Apr 3, 2025 ... Nearly 20 quantum computing companies have been chosen to enter the initial stage of DARPA's Quantum Benchmarking Initiative (QBI), in which ... When an organization owns a quantum computer, it can determine who uses it and when, what the user priorities are, etc. Once quantum is integrated into a ... Mar 26, 2024 ... We propose a straightforward framework that can be used to think about quantum computing from a practical perspective – which we call “Quantum Economic ... Quantum computing relates to computing made by a quantum computer. Compared to traditional computing done by a classical computer, a quantum computer should be ... Quantum computers can aid artificial intelligence (AI) and machine learning (ML) by improving the handling of complex, high-dimensional data; processing large ... Q: What is a quantum computer, and how is it different from the computers we use today? A: Quantum computers can, in principle, perform certain mathematical ... Jul 16, 2021 ... Summary. ... Quantum technology is approaching the mainstream. Goldman Sachs recently announced that they could introduce quantum algorithms to ... Apr 10, 2014 ... Computer scientist Scott Aaronson investigates a new, still-theoretical generation of computers.