In this work we propose a hybrid solver to solve partial differential equation (PDE)s in the latent space. The solver uses an iterative inferencing strategy combined with solution initialization to improve generalization of PDE solutions. The solver is tested on an engineering case and the results show that it can generalize well to several PDE conditions.
翻译:在这项工作中,我们提出一个混合求解器来解决潜在空间中部分差异方程式(PDE) 。 求解器使用一个迭代推导策略,加上解决方案启动来改进PDE解决方案的普及化。 求解器在一个工程案例上测试,结果显示它可以将一些PDE条件概括化。