Quantum Computing and Computational Biology: Peptide Binding Classification on Quantum Computers
29 November 2023 at 11:07
Researchers from Quantinuum and Amgen have conducted a study on using quantum computers for computational biology. They built quantum models to perform sequence classification relevant to the design of therapeutic proteins. The models were run on emulators of state-of-the-art noisy quantum processors and then on the Quantinuum H1-1 trapped-ion quantum processor. The results were in close agreement with noiseless exact simulation. This work is the first application of near-term quantum computing to a task critical to the design of therapeutic proteins, suggesting potential for larger-scale applications in this and related fields. The work is published in Arxiv, "Peptide Binding Classification on Quantum Computers".