Acta Geotechnica · 2024 · 35 citations · 27 references
EngineeringEarth SciencesGeological EngineeringMachine LearningSoil MechanicsSoil PhysicsDeep LearningSettlement AnalysisSoil CompactionSoil-structure InteractionConsolidation BehaviorConsolidation BehaviourConsolidation Settlement AnalysisNumerical Modeling Of ConsolidationPhysics-informed EstimationPhysics-informed ModelingPhysics-informed OptimizationSoil Consolidation
27
Maziar Raissi, Paris Perdikaris, George Em Karniadakis · Journal of Computational Physics · 2018 · 16.9K citations · Full text
Physics-Informed Neural Networks for Heat Transfer Problems
Shengze Cai, Zhicheng Wang, Sifan Wang et al. · Journal of Heat Transfer · 2021 · 1.2K citations
Ameya D. Jagtap, Ehsan Kharazmi, George Em Karniadakis · Computer Methods in Applied Mechanics and Engineering · 2020 · 1.1K citations · Full text