A fast algorithm to compute cohomology group generators of orientable 2-manifolds

► Linear time algorithm to cohomology generators computations for orientable open and closed 2d manifolds is presented. ► Extension to optimal cohomology generators is given. ► Some extension to non-manifold cases are provided.