The annual publication Acta Numerica has established itself as the prime forum for the presentation of definitive reviews of current numerical analysis topics. The invited papers, by leaders in their respective fields, allow researchers and graduate students to quickly grasp recent trends and developments in this field. Highlights of this year's volume are articles on domain decomposition, mesh adaption, pseudospectral methods, and neural networks.