More on ORCA’s quantum applications

News 13 July 2026
Illustration of a peptide molecular structure

QUANTUM INSIDER: Quantum Companies Help Develop Hybrid AI for Immune Targeting Peptides

Researchers developed a hybrid quantum-classical AI system that designed immune-targeting peptides, with quantum-generated inputs improving peptide discovery for understudied HLA variants and producing laboratory-validated binders. The quantum-enhanced model generated more predicted strong-binding peptides than conventional approaches, with the largest improvements occurring for HLA variants that have limited training data.
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Reports & Publications 10 July 2026
Illustration of connected molecular structures

Hybrid quantum-classical de novo design of MHC-binding peptides

Together with the Technical University of Denmark, ORCA has demonstrated the first end-to-end hybrid quantum-classical pipeline for designing functional peptides. Samples from an ORCA photonic quantum processor guided a generative AI model and increased the yield of strong binders, especially for understudied immune targets. Lab testing then confirmed that the designs worked, marking a concrete step towards quantum-accelerated vaccines and immunotherapies.
Link to Arxiv
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News 16 September 2025
ORCA PT-1 quantum computer installed in a data centre

ORCA Computing, PCSS and Imperial College collaborate with NVIDIA to demonstrate a distributed quantum neural network in a hybrid HPC environment

ORCA Computing, the Poznan Supercomputing Networking Center (PCSS) and Imperial College London, in collaboration with NVIDIA announce a first demonstration of a distributed photonic quantum neural network on a hybrid HPC environment.
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