Computer ScienceQuantum-classical optimization at scaleSplitting QUBO problems across hybrid quantum–classical backends to solve optimizations beyond any single device.
Computer ScienceHow to share a quantum computerDynamically allocating classical and quantum resources to cut waste and boost efficiency in quantum-HPC workflows.
Computer ScienceFault tolerance for hybrid scientific workflowsRecovering from failures in hybrid workflows via provenance-aware reuse of already-available data.
Deep LearningCross-facility Federated LearningFederated learning across distant HPC facilities that keeps datasets private on their own infrastructure.
BioinformaticsVariant calling hybrid pipelineSpeeding up genomic variant calling by parallelising complex bioinformatics pipelines across cloud and HPC resources.
BioinformaticsCell subpopulation discovery on Cloud-HPCScaling single-cell RNA-seq clustering across cloud and HPC resources for a 4.7× speedup.