Spectral-Refiner: Fine-Tuning of Accurate Spatiotemporal Neural Operator for Turbulent Flows
Recent advancements in operator-type neural networks have shown promising results in
approximating the solutions of spatiotemporal Partial Differential Equations (PDEs) …
approximating the solutions of spatiotemporal Partial Differential Equations (PDEs) …
Variationally Correct Neural Residual Regression for Parametric PDEs: On the Viability of Controlled Accuracy
This paper is about learning the parameter-to-solution map for systems of partial differential
equations (PDEs) that depend on a potentially large number of parameters covering all PDE …
equations (PDEs) that depend on a potentially large number of parameters covering all PDE …