Eagle: Large-Scale Learning of Turbulent Fluid Dynamics with Mesh
TransformersInternational Conference on Learning Representations (ICLR), 2023 |
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific
VisualizationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 |
Learning the Dynamics of Physical Systems from Sparse Observations with
Finite Element NetworksInternational Conference on Learning Representations (ICLR), 2022 Marten Lienen Stephan Günnemann |
Deep Neural Networks to Correct Sub-Precision Errors in CFDApplications in Energy and Combustion Science (AECS), 2022 |
Learning Similarity Metrics for Volumetric Simulations with Multiscale
CNNsAAAI Conference on Artificial Intelligence (AAAI), 2022 |