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Label-free learning of elliptic partial differential equation solvers with generalizability across boundary value problems

Xiaoxuan Zhang, Krishna Garikipati

2023Computer Methods in Applied Mechanics and Engineering16 citationsDOI

Topics & Concepts

Partial differential equationBoundary value problemMathematicsConvolutional neural networkApplied mathematicsFree boundary problemDiscretizationComputer scienceMathematical optimizationArtificial intelligenceMathematical analysisModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignNuclear Engineering Thermal-Hydraulics
Label-free learning of elliptic partial differential equation solvers with generalizability across boundary value problems | Litcius