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Well-posedness of the Dean-Kawasaki and the nonlinear Dawson-Watanabe equation with correlated noise
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Long-time behavior of stochastic Hamilton-Jacobi equations
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Stochastic modified flows for Riemannian stochastic gradient descent
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Stochastic modified flows, mean-field limits and dynamics of stochastic gradient descent
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SVI solutions to stochastic nonlinear diffusion equations on general measure spaces
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Numerical approximation of singular-degenerate parabolic stochastic partial differential equations
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Strong convergence rates for explicit space-time discrete numerical approximations of stochastic Allen-Cahn equations
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Solutions to the stochastic thin-film equation for initial values with non-full support
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Non-equilibrium large deviations and parabolic-hyperbolic PDE with irregular drift
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A rescaled zero-range process for the porous medium equation : hydrodynamic limit, large deviations and gradient flow
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Convergence rates for momentum stochastic gradient descent with noise of machine learning type
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Landau-Lifshitz-Navier-Stokes equations : large deviations and relationship to the energy equality
