Adaptively Placed Multi-Grid Scene Representation Networks for Large-Scale Data Visualization

1 code implementation • 16 Jul 2023 • Skylar Wolfgang Wurster, Tianyu Xiong, Han-Wei Shen, Hanqi Guo, Tom Peterka

We address this shortcoming with an adaptively placed multi-grid SRN (APMGSRN) and propose a domain decomposition training and inference technique for accelerated parallel training on multi-GPU systems.

Data Visualization

Neural Stream Functions

1 code implementation • 16 Jul 2023 • Skylar Wolfgang Wurster, Hanqi Guo, Tom Peterka, Han-Wei Shen

Our approach takes a vector field as input and trains an implicit neural representation to learn a stream function for that vector field.