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math.OC2016
Adjoint-based Gradient Estimation Using the Space-time Solutions of Unknown Conservation Law Simulations
Han Chen, Qiqi Wang
Many control applications can be formulated as optimization constrained by conservation laws. Such optimization can be efficiently solved by gradient-based methods, where the gradi…
math.OC2015
Adjoint-based gradient estimation from gray-box solutions of unknown conservation laws
Han Chen, Qiqi Wang
Many engineering applications can be formulated as optimizations constrained by conservation laws. Such optimizations can be efficiently solved by the adjoint method, which compute…