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Stochastic Differential Equations
Stochastic Differential Equations
PulseAugur coverage of Stochastic Differential Equations — every cluster mentioning Stochastic Differential Equations across labs, papers, and developer communities, ranked by signal.
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New SSFM Framework Learns Strong Solution Maps for SDEs
Researchers have introduced Strong Stochastic Flow Maps (SSFMs), a new framework designed to learn the strong solution map of additive-noise stochastic differential equations (SDEs). This approach directly generalizes d…
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New framework learns complex multiscale dynamics using normalizing flows
Researchers have developed a new data-driven framework to learn effective stochastic dynamics from limited observational data of complex multiscale systems. This approach models coupled stochastic differential equations…