Zhenhua Zhao
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126
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Numerical Analysis×1Optimization and Control×1Stats ML×1
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2026
A Deep Second-Order Stochastic Residual Method for Fully Nonlinear Parabolic PDEs
Introduce Deep Second-Order Stochastic Residual Method (D2SRM) for high-dimensional, Hessian-dependent fully nonlinear parabolic PDEs, establish well-posedness, and develop population-level convergence theory.
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