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128 积分 2025-09-21 加入
Higher-order LaSDI: Reduced order modeling with multiple time derivatives
5天前
已关闭
Adversarial physics-informed neural networks with hard constraints for optimal control of PDEs
5天前
已完结
The ADMM-PINNs Algorithmic Framework for Nonsmooth PDE-Constrained Optimization: A Deep Learning Approach
14天前
已完结
Optimal control of PDEs using physics-informed neural networks
15天前
已完结
FEDONet: Fourier-embedded DeepONet for spectrally accurate operator learning
16天前
已关闭
Convolution-weighting method for the physics-informed neural network: A primal-dual optimization perspective
21天前
已完结
Deep Collocation Method: A Framework for Solving PDEs Using Neural Networks with Error Control
24天前
已完结
AONN: An Adjoint-Oriented Neural Network Method for All-At-Once Solutions of Parametric Optimal Control Problems
1个月前
已完结
Latent space modeling of parametric and time-dependent PDEs using neural ODEs
2个月前
已关闭
Model predictive control of fluid–structure interaction via Koopman-based reduced-order model
3个月前
已完结