QURI Chemistry
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Functions are abstracted services, designed to accelerate algorithm discovery and application prototyping. Premium Plan members can get started with the IBM Circuit function, or purchase licenses from partners.
Read the docsWith the Singularity Machine Learning function, you can solve real-world classification problems on quantum hardware without requiring quantum expertise. This function, based on ensemble methods, is a hybrid classifier which combines classical methods like boosting for ensemble training with quantum methods like quantum approximate optimization (QAOA) for optimizing the trained ensemble for maximum diversity, and generalization. Unlike other quantum machine learning solutions, this function is capable of handling large-scale datasets with millions of examples and features without being limited by the number of qubits. It is also highly flexible, and can be used to solve classification problems across a wide range of domains, including finance, healthcare, and cybersecurity.
This function integrates seamlessly into existing ML pipelines, allowing users to incorporate quantum-enhanced capabilities without disrupting their current workflows.
These are the best QPU results Multiverse Computing has observed using QML in the literature so far.
Unlike other QML products, this function is capable of handling large-scale datasets with millions of examples and features without being limited by the number of qubits in the target QPU.
This function is designed with user-friendliness in mind, featuring an intuitive interface that allows you to create the classifier, train it, and start predicting without needing any prior quantum computing knowledge. Its flexibility ensures that it can be applied across various domains, making advanced QML accessible to everyone.
Scientific papers related to or supporting this function.
"These two Proofs of Concept demonstrated the potential and reality of quantum computing for finance, despite these technologies still being in their infancy. We took advantage of this initiative to start developing the internal skills to prepare for a technological breakthrough which, if it happens, will have a direct and decisive impact on competitiveness in our sector."
"Multiverse Computing’s tools allowed students to see the power of this emerging technology without needing any prior quantum experience."
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