Higher-order deep solver of non-linear PDEs implied by a non-linear discrete Clark-Ocone formula
نویسندگان
چکیده
In the present paper, we introduce a variant of numerical scheme called deep solver PDE. Our is based on non-linear version discrete-time Clark--Ocone formula, which describes convergent expansion error terms. new incorporates higher-order terms, conjecture to stabilize stochastic gradient descent procedure, and also irregularities in driver terminal function associated forward-backward differential equation.
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ژورنال
عنوان ژورنال: JSIAM Letters
سال: 2022
ISSN: ['1883-0609', '1883-0617']
DOI: https://doi.org/10.14495/jsiaml.14.9