The differentiable optimization landscape
Programs on the left (difflow and its plugins, solved with JAX solvers), differentiable solvers in the middle (feral, pounce, discopt, jax-go), equations on the right (the discopt modeling language, its modules and plugins), and differentiable surrogates with uncertainty quantification along the bottom, feeding both sides.
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