The 2021 SIAM Conference on Computational Science and Engineering (CSE21) took place in early March 2021. The meeting was notable for being the first CSE conference held exclusively online—and for hosting the largest number of registered participants in the history of the conference. CSE21 also hosted the largest array of software-focused sessions the conference has seen to date, with contributions from more than 60 different presenters.