BINN: A deep learning approach for computational mechanics problems based on boundary integral equations
Jia Sun, Yinghua Liu, Yizheng Wang, Zhenhan Yao, Xiaoping Zheng
Topics & Concepts
MathematicsIntegral equationBoundary value problemBoundary (topology)Singular boundary methodMathematical analysisRegularization (linguistics)Cauchy boundary conditionSingular integralMixed boundary conditionFree boundary problemMethod of fundamental solutionsArtificial neural networkDomain (mathematical analysis)Boundary element methodApplied mathematicsComputer scienceFinite element methodPhysicsArtificial intelligenceThermodynamicsModel Reduction and Neural NetworksNumerical methods in engineeringProbabilistic and Robust Engineering Design