Litcius/Paper detail

Machine learning-based soil–structure interaction analysis of laterally loaded piles through physics-informed neural networks

Weihang Ouyang, Guanhua Li, Liang Chen, Si‐Wei Liu

2024Acta Geotechnica51 citationsDOI

Topics & Concepts

Artificial neural networkFlexibility (engineering)Benchmark (surveying)Process (computing)Solid mechanicsArtificial intelligenceComputer scienceMachine learningPartial differential equationPileAlgorithmMathematicsPhysicsGeodesyOperating systemStatisticsMathematical analysisThermodynamicsGeographyModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisProbabilistic and Robust Engineering Design
Machine learning-based soil–structure interaction analysis of laterally loaded piles through physics-informed neural networks | Litcius