2 papers
math.NA2025
Fatigue reliability analysis of offshore wind turbines under combined wind-wave excitation via DPIM
Jingyi Ding, Hanshu Chen, Xiaoting Liu +2
As offshore wind turbines develop into deepwater operations, accurately quantifying the impact of stochastic excitations in complex sea environments on offshore wind turbines and c…
cs.LG2025
Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks
Yuan Guo, Zhuojia Fu, Jian Min +4
This paper proposes a Curriculum-Transfer-Learning based physics-informed neural network (CTL-PINN) for long-term simulation of physical and mechanical behaviors. The main innovati…