Researchers Erdi Acar and İhsan Yilmaz used quantum transfer learning method in different quantum real processors (IBMQx2, IBMQ-London and IBMQ-Rome) and simulators (Pennylane, Qiskit-Aer and Cirq) for COVID-19 detection. COVID-19 detection on IBM quantum computer The researchers constructed a “toy model,” a simplified theory that can be run on an actual quantum computer while still containing enough complexity that prevents it from being simulated using classical methods. The developed quantum algorithm accounts for the complexity of parton showers, which are complicated bursts of particles produced in the collisions that involve particle production and decay processes. Quantum computing to a particle processĪ team of researchers at Berkeley Lab used a quantum computer to simulate an aspect of particle collisions typically neglected in high-energy physics experiments, such as those that occur at CERN’s Large Hadron Collider. The dataset contains 1.2 million molecular relaxations with results from over 250 million DFT calculations. The developers have released the Open Catalyst Dataset for training ML models to enable the research community to participate in this project. The main goal of this project is to use AI and quantum computing to model and discover new catalysts for use in renewable energy storage to help address climate change. The project is a collaborative research effort between Facebook AI Research (FAIR) and Carnegie Mellon University’s (CMU) Department of Chemical Engineering. Open Catalyst Project is an open-source project to solve renewable energy storage problems using quantum mechanics. It is the only metrics system based on near-term available quantum algorithms and measures a quantum system’s capacity to solve practical operational problems. Q-score measures a quantum system’s effectiveness at handling real-life problems which traditional computers cannot solve, rather than simply measuring its theoretical performance. Introduced last year by Atos, Q-score is a free and open-source quantum metrics that apply to all programmable quantum processors. (The list is no particular order) Q-score We have curated a list of quantum computing project ideas. In other words, Quantum computing is the future. “While the classical computer is very good at calculus, the quantum computer is even better at sorting, finding prime numbers, simulating molecules, and optimization, and thus could open the door to a new computing era,” according to a Morgan Stanley report. Generating and managing Qubits is a huge challenge. A quantum computer offers exorbitant processing power compared to classical computers.
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