A14人工智能
科学机器学习、PINN 与神经算子
One Forth目录
6 章第一编 物理约束学习
第二编 算子学习
第三编 科学验证与综合复习
参考资料
- Differentiable Physics: A Position Piece
- Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
- Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators
- Fourier Neural Operator for Parametric Partial Differential Equations