PETSc TSAdjoint: a discrete adjoint ODE solver for first-order and second-order sensitivity analysis

Hong Zhang, Emil M. Constantinescu, Barry F. Smith

We present a new software system PETSc TSAdjoint for first-order and second-order adjoint sensitivity analysis of time-dependent nonlinear differential equations. The derivative ca…