3 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 1 cited
GCN-FFNN: A Two-Stream Deep Model for Learning Solution to Partial Differential Equations
Onur Bilgin, Thomas Vergutz, Siamak Mehrkanoon
This paper introduces a novel two-stream deep model based on graph convolutional network (GCN) architecture and feed-forward neural networks (FFNN) for learning the solution of non…
cs.LG2021★ 3 cited
TENT: Tensorized Encoder Transformer for Temperature Forecasting
Onur Bilgin, Paweł Mąka, Thomas Vergutz +1
Reliable weather forecasting is of great importance in science, business, and society. The best performing data-driven models for weather prediction tasks rely on recurrent or conv…