Abstract Protein folding has attracted considerable research effort in biochemistry recent decades. In this work, we explore the potential of quantum computing to solve a simplified version protein folding. More precisely, numerically investigate performance Quantum Approximate Optimization Algorithm (QAOA) sampling low-energy conformations short peptides. We start by benchmarking algorithm on ...