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adjoint gradient descent
adjoint gradient descent
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neural pde
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parabolic pde
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neural partial differential equation
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scientific machine learning
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partial differential equation
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inverse problem
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global convergence
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Papers
Global Convergence of Adjoint-Optimized Neural PDEs
JMLR 2025
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