特殊地质地基承载力的智能预测方法研究

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中图分类号：TU475.9 文献标志码：A 文章编号：2095-2945（2025）23-0023-04

Abstract：Thebearingcapacityofrock foundationsunderspecialgeologicalconditionsisanimportantmechanicalparameter inthefieldofgeotechnicalenginering，whichisdirectlyrelatedtothesafetyandstabilityofgroundconstructionprojects.In ordertoovercometheshortcomingsof existingcalculationmethods，thispaperproposesacalculationmethodbasedonadeep neuralnetworkodel.Thismethodtakesmultiplekeyfactorsthatafectthebearingcapacityofthefoundationasmodelinputs， usestheadaptivemomentestimationalgorithmtocontinuouslyiterativelyupdatethenetworkconnectionweightsandofsets，and graduallyexploresthecomplexnonlinearrelationshipbetweentheinfluencingfactorsandthebearingcapacityofthefoundation. Thetestresultsshowthatthemodelcanquicklyandefectivelypredictthefoundationbearingcapacitybasedonthetestdata and has great application potential in engineering practice.

Keywords：specialgeology;foundationbearingcapacity；depneuralnetwork；adaptivemomentestimation；artificial intelligence

地基是建筑工程的核心基础，对建筑结构的合理性、安全性及经济性起着决定性作用。（剩余4215字）