Understanding Performance-Quality Trade-offs in Scientific Visualization Workflows with Lossy Compression... Conference Paper November, 2019
A class of null space conditions for sparse recovery via nonconvex, non-separable minimizations... Journal September, 2019
Non-Intrusive Inference Reduced Order Model for Fluids Using Deep Multistep Neural Network... Journal August, 2019
Data-driven high-fidelity 2D microstructure reconstruction via non-local patch-based image inpainting... Journal August, 2019
Reconstructing high-dimensional Hilbert-valued functions via compressed sensing... Conference Paper July, 2019
Multilevel Techniques for Compression and Reduction of Scientific Data-Quantitative Control of Accuracy in Derived Quantities... Journal July, 2019
A mixed ℓ1 regularization approach for sparse simultaneous approximation of parameterized PDEs... Journal July, 2019