The four articles in this special section focus on the development and efficient implementation of numerical, computational, and data driven methods for reliable, next-generation ISMs, toward addressing some of these challenges. These articles span a variety of topics, ranging from mechanics based modeling of hydrofracture and ice calving, to novel, compatible finite-element discretizations, to data-driven methods that can enable UQ within the field of ice-sheet modeling.