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newton solver

3 papers

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Co-occurring keywords · papers mentioning both

contractive mapping (1) implicit solver (1) dynamical system simulation (1) scientific machine learning (1) neural operator (1) nonlinear partial differential equation (1) second-order method (1) neural network solver (1) physics-informed neural network (1) hessian approximation (1)

Papers

Newton Informed Neural Operator for Solving Nonlinear Partial Differential Equations NeurIPS 2024 Accelerating Dynamical System Simulations with Contracting and Physics-Projected Neural-Newton Solvers L4DC 2022 Small Steps and Giant Leaps: Minimal Newton Solvers for Deep Learning ICCV 2019