Differentiate the Solver, Not the Equation: Reverse-Sweep Adjoints for Block Implicit Simulation

Lei Shu, Ying Jiang, Kui Wu +3

Differentiable simulation is a key component in learning, control, and inverse problems, where gradients through nonlinear implicit solvers are required. Existing approaches either…