Quantum Convolutional HLA Immunogenic Peptide Prediction (Q-CHIPP): Next-Generation Neoantigen Prediction with Quantum Neural Networks
Ryan Peters, Kahn Rhrissorrakrai, Prerana Bangalore Parthasarathy, Vadim Ratner, Tanvi P. Gujarati, Meltem Tolunay, Jie Shi, Jeffrey K. Weber, Timothy An-thy Chan, Laxmi Parida, Sara Capponi, Filippo Utro, Tyler Joseph Alban
This paper introduces Q-CHIPP, a quantum neural network for predicting HLA immunogenic peptides, combining MHC binding and immunogenicity prediction using quantum hardware.
Science Advances · Jul 24, 2026Peer-reviewedImmunology