This special edition is dedicated to advances in computational materials science and modelling approaches that underpin the understanding and prediction of mechanical properties, behaviour and microstructure of modern materials. The articles collection offers a comprehensive and forward-looking perspective on theory-driven and computationally assisted materials engineering, providing valuable insights for many specialists in materials science.