most citedSemi-Explicit Neural DAEs: Learning Long-Horizon Dynamical Systems with Algebraic Constraints

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math.NA2025

Scalable higher-order nonlinear solvers via higher-order automatic differentiation

Songchen Tan, Keming Miao, Alan Edelman +1

This paper demonstrates new methods and implementations of nonlinear solvers with higher-order of convergence, which is achieved by efficiently computing higher-order derivatives.…