MITgcm-AD v2: Open source tangent linear and adjoint modeling framework for the oceans and atmosphere enabled by the Automatic Differentiation tool Tapenade. - Shreyas Sunil Gaikwad; Sri Hari Krishna Narayanan; Laurent Hascoët; Jean-Michel Campin; Helen Pillar; An Nguyen; Jan Hückelheim; Paul D. Hovland; Patrick Heimbach (Future Gener. Comput. Syst., 2025)