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Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks

Yuan Guo, Zhuojia Fu, Jian Min, Shiyu Lin, Xiaoting Liu, Youssef F. Rashed, Xiaoying Zhuang

2025Neural Networks8 citationsDOI

Topics & Concepts

Term (time)Artificial neural networkCurriculumComputer scienceArtificial intelligenceMathematics educationMachine learningPsychologyPhysicsPedagogyAstronomyModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisHydraulic and Pneumatic Systems
Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks | Litcius