15 citations · 15 across the 2 of their papers we have counts for
2 papers
stat.ML2023★ 15 cited
Random Forest Kernel for High-Dimension Low Sample Size Classification
Lucca Portes Cavalheiro, Simon Bernard, Jean Paul Barddal +1
High dimension, low sample size (HDLSS) problems are numerous among real-world applications of machine learning. From medical images to text processing, traditional machine learnin…
physics.flu-dyn2023
Towards Long-Term predictions of Turbulence using Neural Operators
Fernando Gonzalez, François-Xavier Demoulin, Simon Bernard
This paper explores Neural Operators to predict turbulent flows, focusing on the Fourier Neural Operator (FNO) model. It aims to develop reduced-order/surrogate models for turbulen…