Deep least-squares methods: An unsupervised learning-based numerical method for solving elliptic PDEs
Zhiqiang Cai, Jingshuang Chen, Min Liu, Xinyu Liu
Topics & Concepts
Partial differential equationElliptic partial differential equationApplied mathematicsMathematicsScalar (mathematics)Artificial neural networkNumerical analysisElliptic curveDimension (graph theory)Least-squares function approximationAlgorithmComputer scienceMathematical analysisArtificial intelligenceGeometryPure mathematicsEstimatorStatisticsModel Reduction and Neural NetworksImage and Signal Denoising MethodsAdvanced Numerical Methods in Computational Mathematics