Publications

Liouville operators over the Hardy space...

Journal: Journal of Mathematical Analysis and Applications

April, 2022

Kernel learning backward SDE filter for data assimilation...

Journal: Journal of Computational Physics

April, 2022

Anderson Acceleration for Distributed Training of Deep Learning Models...

March, 2022

A backward SDE method for uncertainty quantification in deep learning...

Journal: Discrete and Continuous Dynamical Systems - Series S

March, 2022

Maintaining Trust in Reduction: Preserving the Accuracy of Quantities of Interest for Lossy Compression...

March, 2022

Motion tomography via occupation kernels...

Journal: Journal of Computational Dynamics

January, 2022

Blackbox optimization for approximating high-fidelity heat transfer calculations in metal additive manufacturing...

Journal: Results in Materials

January, 2022

Inverse design of two-dimensional materials with invertible neural networks...

Journal: npj Computational Materials

December, 2021

Sas-temper: Software for Fitting Small-Angle Scattering Data that Provides Automated Reproducibility Characterization...

Journal: SoftwareX

December, 2021

Error-controlled, progressive, and adaptable retrieval of scientific data with multilevel decomposition...

November, 2021