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06/28/2023
Training Deep Surrogate Models with Large Scale Online Learning
The spatiotemporal resolution of Partial Differential Equations (PDEs) p...
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11/08/2022
Simulation-Based Parallel Training
Numerical simulations are ubiquitous in science and engineering. Machine...
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12/16/2021
Deep Surrogate for Direct Time Fluid Dynamics
The ubiquity of fluids in the physical world explains the need to accura...
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02/26/2020
A Visual Sensitivity Analysis for Parameter-Augmented Ensembles of Curves
Engineers and computational scientists often study the behavior of their...
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05/10/2019