All benchmarks were executed on the (single‑node, 1 hour allocation) with default error‑mitigation settings.
| Partner | Collaboration Focus | |---|---| | | Joint research on hybrid quantum‑classical ML pipelines (Q‑GANs) | | IBM Research | Co‑development of cross‑platform QASM 3 extensions | | Microsoft Azure | Integration of JUQ‑496 into Azure Quantum for “Quantum‑Ready” workloads | | Pfizer | Early‑stage drug‑candidate screening using quantum‑chemistry kernels | | J.P. Morgan | Portfolio‑optimization pilot (Monte‑Carlo variance reduction) | JUQ-496