Abstract: In this work, we propose a complex-valued neural operator (CV-NeuralOp) based on graph neural networks (GNN) to solve 2D wave equation. Inspired by the Green’s function method for solving ...
Abstract: This note addresses the jump linear quadratic problem of Markov jump linear systems and the associated algebraic Riccati equation. Necessary and sufficient conditions for stability of the ...
We study the quadratic variations (in time and in space) of the solution to the stochastic wave equation driven by the space-time white noise. We give their limit (almost surely and in L2(Ω) L 2 (Ω)) ...
In this paper, we consider the nonlinear stochastic wave equation driven by a space-time white noise. Via the techniques of the Malliavin calculus, we analyze the asymptotic behavior of the quadratic ...
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential ...
HTML 126 49 Canlab_MKDA_MetaAnalysis Public Coordinate-based meta-analysis for neuroimaging using Multilevel Kernel Density Analysis and various other statistical tools (chi-square, clustering, ...
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