Litcius/Paper detail

Neural operators for stochastic modeling of nonlinear structural system response to natural hazards

Somdatta Goswami, Dimitris G. Giovanis, Bowei Li, Seymour M.J. Spence, Michael D. Shields

2025Engineering Structures6 citationsDOI

Topics & Concepts

Nonlinear systemArtificial neural networkGeneralizationOperator (biology)Computer scienceFourier transformStructural systemEuclidean distanceStochastic neural networkStochastic processAlgorithmMathematical optimizationStochastic modellingFrequency domainFunction (biology)Control theory (sociology)Applied mathematicsArtificial intelligenceMathematicsResponse spectrumActivation functionEuclidean geometryStructural Health Monitoring TechniquesProbabilistic and Robust Engineering DesignWind and Air Flow Studies